[2025] [2024] [2023] [2022] [2021] [2020] [2019] [2018] [2017] [2016] [2015] [2014]

2025

  • Reinders, C., Berdan, R., Besbinar, B., Otsuka, J., and Iso, D. (2025)RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
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  • Wehrbein, T., Rudolph, M., Rosenhahn, B., and Wandt, B. (2025)Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery. In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
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2024

  • Cook, M., Awiszus, M., Carnovalini, F., Charity, M., and Dockhorn, A. (2024)AI for Speedrunning, Computational Creativity for Game Development (Dagstuhl Seminar 24261) 14, 147–150.
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  • Cong, Y., Xu, M., Simon, C., Chen, S., Ren, J., Xie, Y., Rosenhahn, B., Xiang, T., and He, S. (2024)FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. In International Conference on Learning Representations (ICLR).
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  • Chen, Y.-H., Gao, Z.-L., Yao, Y.-C., Ho, K.-W., Benjak, M., and Peng, W.-H. (2024)Bitstream Generation and Bit Rate Fitting Results of MaskCRT for CVQM HD Sequences, 15th Meeting of ISO/IEC JTC 1/SC 29/AG 5 Document m68079.
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  • Apeldoorn, D., Dockhorn, A., and Panholzer, T. (2024)AbstractSwarm Multi-Agent Logistics Competition: Multi-Agent Collaboration for Improving A Priori Unknown Logistics Scenarios. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 1–2.
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  • Kluger, F., and Rosenhahn, B. (2024)PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus. In AAAI.
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  • Hinrichs, R., Gerkens, K., Lange, A., and Ostermann, J. (2024)Blind Extraction of Guitar Effects Through Blind System Inversion and Neural Guitar Effect Modeling, EURASIP Journal on Audio, Speech, and Music Processing.
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  • Rosenhahn, B., and Hirche, C. (2024)Quantum Normalizing Flows for Anomaly Detection, preprint.
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  • Chen, S., Xu, M., Ren, J., Cong, Y., He, S., Xie, Y., Sinha, A., Luo, P., Xiang, T., and Perez-Rua, J.-M. (2024)GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation. In Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
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  • Wallat, J., Jatowt, A., and Anand, A. (2024)Temporal Blind Spots in Large Language Models, ACM International Conference on Web Search and Data Mining (WSDM) (Proceeding, no out yet, Ed.) 17.
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  • Chen, Y.-H., Cheng, C.-W., Benjak, M., and Peng, W.-H. (2024)Progress report on MaskCRT, 15th Meeting of ISO/IEC JTC 1/SC 29/AG 5 Document m66976.
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  • Hirche, C. (2024)Quantum Doeblin coefficients: A simple upper bound on contraction coefficients. In preprint.
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  • Chen, Y.-H., Gao, Z.-L., Benjak, M., and Peng, W.-H. (2024)Response to Call for Learning-Based Video Codecs for Study of Quality Assessment by NYCU and LUH, 14th Meeting of ISO/IEC JTC 1/SC 29/AG 5 Document m66163.
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  • Reinders, C., Yang, M. Y., and Rosenhahn, B. (2024)Two Worlds in One Network: Fusing Deep Learning and Random Forests for Classification and Object Detection, Volunteered Geographic Information.
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  • Schubert, F., Mahlau, Y., Bethmann, K., Hartmann, F., Caspary, R., Munderloh, M., Ostermann, J., and Rosenhahn, B. (2024)Quantized Inverse Design for Photonic Integrated Circuits, Preprint.
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  • Hinrichs, R. (2024)Kompression der Erregungsmuster von Cochlea-Implantaten, VDI Verlag.
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  • M{ü}ntefering, F., Adhisantoso, Y. G., Chandak, S., Ostermann, J., Hernaez, M., and Voges, J. (2024)Genie: the first open-source ISO/IEC encoder for genomic data, Communications Biology 7.
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  • Norrenbrock, T., Rudolph, M., and Rosenhahn, B. (2024)Q-SENN: Quantized Self-Explaining Neural Networks. In AAAI Technical Track on Safe, Robust and Responsible AI, pp. 21482–21491.
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  • Fuchs, R., Gieseke, R., and Dockhorn, A. (2024)Personalized Dynamic Difficulty Adjustment - Imitation Learning Meets Reinforcement Learning. In Proceedings of the IEEE Conference on Games 2024, pp. 1–2.
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  • Kaiser, T., Vladimir, U., and Rosenhahn, B. (2024)CHOTA: A Higher Order Accuracy Metric for Cell Tracking. In European Conference on Computer Vision Workshops (ECCVW).
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  • Adhisantoso, Y. G., and Cheung, P. (2024)Input to Requirements about MPEG-G Profiles - m68659, ISO/IEC JTC 1/SC 29/WG 8.
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  • Adhisantoso, Y. G., Cheung, P., {Ö}zt{ü}rk, {Ü}nsal, Hernaez, M., Krasinski, R., M{ü}ntefering, F., and Voges, J. (2024)Recommendations of the AHG on MPEG-G Profiles - m68661, ISO/IEC JTC 1/SC 29/WG 8.
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  • Adhisantoso, Y. G., Cheung, P., and {Ö}zt{ü}rk, {Ü}nsal. (2024)Study on the Verification and Enhancement of the MPEG-G Part 2 Specification - m67352, ISO/IEC JTC 1/SC 29/WG 8.
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  • Benjak, M., and Ostermann, J. (2024)Mock-up of MPEG Website Redesign, 17th Meeting of ISO/IEC JTC 1/SC 29/AG 3 Document m69944.
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  • Chen, Y.-H., Yao, Y.-C., Ho, K.-W., Benjak, M., and Peng, W.-H. (2024)Bitstream Generation and Bit Rate Fitting Results of MaskCRT for CVQM UHD and 4K Sequences, 17th Meeting of ISO/IEC JTC 1/SC 29/AG 5 Document m69870.
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  • Kluger, F., Brachmann, E., Yang, M. Y., and Rosenhahn, B. (2024)Robust Shape Fitting for 3D Scene Abstraction, IEEE Transactions on Pattern Analysis and Machine Intelligence.
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  • Maier, H. B., Neyazi, A., Bundies, G. L., Meyer-Bockenkamp, F., Bleich, S., Pathak, H., Ziert, Y., Neuhaus, B., M{ü}ller, F.-J., Pollmann, I., Illig, T., M{ü}cke, S., M{ü}ller, M., M{ö}ller, B. K., Oeltze-Jafra, S., Kacprowski, T., Voges, J., M{ü}ntefering, F., Scheiber, J., Reif, A., Aichholzer, M., Reif-Leonhard, C., Schmidt-Kassow, M., Hegerl, U., Reich, H., Unterecker, S., Weber, H., Deckert, J., B{ö}ssel-Debbert, N., Grabe, H. J., Lucht, M., and Frieling, H. (2024)Validation of the predictive value of BDNF -87 methylation for antidepressant treatment success in severely depressed patients—a randomized rater-blinded trial, Trials 25.
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  • Lange, A., Xu, R., K{ä}ding, M., Marx, S., and Ostermann, J. (2024)Matched Filter for Acoustic Emission Monitoring in Noisy Environments: Application to Wire Break Detection (accepted), acoustics, Special Issue: Advances in Industrial and Research Applications of Acoustic Emission Testing.
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  • Xuan, Q. L., Munderloh, M., and Ostermann, J. (2024)Self-supervised Domain Adaptation for Machinery Remaining Useful Life Prediction (accepted), Journal on Reliability Engineering and System Safety, Special Issue: RUL Prediction and System Reliability of Complex Systems.
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  • Cong, Y., Xu, M., Simon, C., Chen, S., Ren, J., Xie, Y., Perez-Rua, J.-M., Rosenhahn, B., Xiang, T., and He, S. (2024)FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. In International Conference on Learning Representations (ICLR).
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  • Hinrichs, R., and Ostermann, J. (2024)Pruning-aware Loss Functions for STOI-Optimized Pruned Recurrent Autoencoders for the Compression of the Stimulation Patterns of Cochlear Implants at Zero Delay. In Asilomar Conference on Signals, Systems, and Computers.
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  • Tang, M., Antić, Željko, Fardzadeh, P., Pietzsch, S., Schröder, C., Eberhardt, A., van Bömmel, A., Escherich, G., Hofmann, W., Horstmann, M. A., Illig, T., McCrary, J. M., Lentes, J., Metzler, M., Nejdl, W., Schlegelberger, B., Schrappe, M., Zimmermann, M., Miarka-Walczyk, K., Patsorczak, A., Cario, G., Renard, B. Y., Stanulla, M., and Bergmann, A. K. (2024)An artificial intelligence-assisted clinical framework to facilitate diagnostics and translational discovery in hematologic neoplasia, eBioMedicine, Elsevier BV 104, 105171.
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  • Liu, B., Rosenhahn, B., Illig, T., and DeLuca, D. S. (2024)A variational autoencoder trained with priors from canonical pathways increases the interpretability of transcriptome data, PLOS Computational Biology 20, 1–22.
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  • Oguz, M. K., and Dockhorn, A. (2024)Markov Senior - Learning Markov Junior Grammars to Generate User-specified Content. In Proceedings of the IEEE Conference on Games 2024, pp. 1–8.
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  • Jiwatode, M., Schlecht, L., and Dockhorn, A. (2024)Online Optimization of Curriculum Learning Schedules using Evolutionary Optimization. In Proceedings of the Conference on Games 2024, pp. 1–8.
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  • Benjak, M., and Ostermann, J. (2024)Comparison of VVC and LCEVC with a wide set of configurations for 4K content, 16th Meeting of ISO/IEC JTC 1/SC 29/WG 4 Document m68908.
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  • Mahlau, Y., Schubert, F., and Rosenhahn, B. (2024)Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games. In Proceedings of the 41st International Conference on Machine Learning (ICML).
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  • Dockhorn, A., Eberhardinger, M., Hu, C., and M{ü}ller-Brockhausen, M. (2024)Skill-Discovery in (Strategy) Games, Computational Creativity for Game Development (Dagstuhl Seminar 24261) 14, 150–154.
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  • Chen, Y.-H., Chen, C.-W., Gao, Z.-L., Benjak, M., and Peng, W.-H. (2024)Results on the Bit Rate Fitting for MaskCRT, 15th Meeting of ISO/IEC JTC 1/SC 29/AG 5 Document m67455.
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  • Xu, R., Beltran-Gutierrez, R. E., K{ä}ding, M., Lange, A., Marx, S., and Ostermann, J. (2024)Frequency dependent amplitude response of different couplant materials for mounting piezoelectric sensors, NDT \& E International 141.
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  • Rudolph, M. S., Lerch, S., Thanasilp, S., Kiss, O., Shaya, O., Vallecorsa, S., Grossi, M., and Holmes, Z. (2024)Trainability barriers and opportunities in quantum generative modeling, npj Quantum Information 10.
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  • Eberhardinger, M., Cakmak, D., Dockhorn, A., Gaina, R., Goodman, J., Hoover, A. K., Lucas, S. M., Maghsudi, S., and Liebana, D. P. (2024)LLM-based Program Search for Games, Computational Creativity for Game Development (Dagstuhl Seminar 24261) 14, 156–166.
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  • Maharlou, H., B{ö}ssel-Debbert, N., Lucht, M., Maier, H. B., M{ü}cke, S., M{ü}ntefering, F., Neuhaus, B., Prokein, J., Reif-Leonhard, C., Voges, J., Weber, H., Weihs, A., Frieling, H., and Oeltze-Jafra, S. (2024)Cooperative Design of a Dashboard for Monitoring the P4D Cohort Study on Major Depression. In EuroVisPosters2024.
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  • Adhisantoso, Y. G., K{ö}rner, T., M{ü}ntefering, F., Ohm, O., and Voges, J. (2024)HiCMC: High-Efficiency Contact Matrix Compressor (accepted). In BMC Bioinformatics.
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  • Chen, Y.-H., Ho, K.-W., Benjak, M., Ostermann, J., and Peng, W.-H. (2024)On the Rate-Distortion-Complexity Trade-offs of Neural Video Coding. In IEEE 26th International Workshop on Multimedia Signal Processing (MMSP).
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  • Adhisantoso, Y. G., Cheung, P., {Ö}zt{ü}rk, {Ü}nsal, Hernaez, M., Krasinski, R., M{ü}ntefering, F., and Voges, J. (2024)Recommendations of the AHG on MPEG-G Profiles - m67350, ISO/IEC JTC 1/SC 29/WG 8.
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  • Xu, L., Liu, Z., Dockhorn, A., Perez-Liebana, D., Wang, J., Song, L., and Bian, J. (2024)Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning. In Proceedings of the IEEE Conference on Games 2024, pp. 1–8.
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  • N{ü}bel, C., Dockhorn, A., and Mostaghim, S. (2024)Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies. In Proceedings of the Conference on Games 2024, pp. 1–4.
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  • Xu, L., Perez-Liebana, D., and Dockhorn, A. (2024)Strategy Game-Playing with Size-Constrained State Abstraction. In Proceedings of the IEEE Conference on Games 2024, pp. 1–8.
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  • Gottwald, T., Schier, M., and Rosenhahn, B. (2024)Safe Resetless Reinforcement Learning: Enhancing Training Autonomy with Risk-Averse Agents. In European Conference on Computer Vision Workshops (ECCVW).
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  • Benjak, M., and Ostermann, J. (2024)Comparison between LCEVC and VVC, 15th Meeting of ISO/IEC JTC 1/SC 29/WG 4 Document m67212.
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  • Kruse, M., Rudolph, M., Woiwode, D., and Rosenhahn, B. (2024)SplatPose \& Detect: Pose-Agnostic 3D Anomaly Detection. In Computer Vision and Pattern Recognition Workshops (CVPRW).
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  • Adhisantoso, Y. G., and Cheung, P. (2024)Study on the Verification and Enhancement of the MPEG-G Part 6 Specification - m67351, ISO/IEC JTC 1/SC 29/WG 8.
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  • Chen, Y.-H., Xie, H.-S., Chen, C.-W., Gao, Z.-L., Benjak, M., Peng, W.-H., and Ostermann, J. (2024)Maskcrt: Masked conditional residual transformer for learned video compression, IEEE Transactions on Circuits and Systems for Video Technology.
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  • Adhisantoso, Y. G., and Cheung, P. (2024)Continuation of the MPEG-G Part 6 Specification Verification and Enhancement Study - m68660, ISO/IEC JTC 1/SC 29/WG 8.
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  • Mahlau, Y., Schubert, F., Bethmann, K., Caspary, R., Lesina, A. C., Munderloh, M., Ostermann, J., and Rosenhahn, B. (2024)A flexible framework for large-scale FDTD simulations: open-source inverse design for 3D nanostructures, Preprint.
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2023

  • Mohan, A., Benjamins, C., Wienecke, K., Dockhorn, A., and Lindauer, M. (2023)AutoRL Hyperparameter Landscapes. In Second International Conference on Automated Machine Learning, pp. 1–14.
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  • Glandorf*, P., Kaiser*, T., Rosenhahn, B., and (*contributed equally). (2023)HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization. In International Conference on Computer Vision Workshops (ICCVW).
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  • Hinrichs, R., Sitcheu, A. J. Y., and Ostermann, J. (2023)Continuous Sign-Language Recognition using Transformers and Augmented Pose Estimation. In Proceedings of the International Conference on Pattern Recognition Applications and Methods.
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  • Cong, Y., Yi, J., Rosenhahn, B., and Yang, M. (2023)SSGVS: Semantic Scene Graph-to-Video Synthesis. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops.
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  • Hinrichs, R., Bilsky, J., and Ostermann, J. (2023)Vector-Quantized Feedback Recurrent Autoencoders for the Compression of the Stimulation Patterns of Cochlear Implants at Zero Delay. In Proceedings of the 24th International Conference on Digital Signal Processing.
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  • Adhisantoso, Y. G., Voges, J., and Ostermann, J. (2023)PEKORA: High-Performance 3D Genome Reconstruction Using K-th Order Spearman’s Rank Correlation Approximation [Talk]. In ISMB/ECCB 2023.
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  • Zhu, J., Awiszus, M., Cook, M., Dockhorn, A., Eberhardinger, M., Loiacono, D., Lucas, S. M., Matran-Fernandez, A., Liebana, D. P., Thompson, T., and Veltkamp, R. (2023)Explainable AI for Games, Human-Game AI Interaction (Dagstuhl Seminar 22251) 12, 73–75.
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  • Rosenhahn, B., and Osborne, T. (2023)Monte Carlo Graph Search for Quantum Circuit Optimization (Accepted), Physical Review A.
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  • Gebauer, C., Rumberg, L., Ehlert, H., L{ü}dtke, U., and Ostermann, J. (2023)Exploiting Diversity of Automatic Transcripts from Distinct Speech Recognition Techniques for Children’s Speech. In Accepted to Interspeech 2023.
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  • Auer, S., Barone, D. A. C., Bartz, C., Cortes, E. G., Jaradeh, M. Y., Karras, O., Koubarakis, M., Mouromtsev, D., Pliukhin, D., Radyush, D., Shilin, I., Stocker, M., and Tsalapati, E. (2023, March)SciQA benchmark: Dataset and {RDF} dump (Version 5), Zenodo.
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  • Ehlert, H., Beaulac, E., Wallbaum, M., Gebauer, C., Rumberg, L., Ostermann, J., and L{ü}dtke, U. (2023)Collecting and Annotating Natural Child Speech Data – Challenges and Interdisciplinary Perspectives. In Elektronische Sprachsignalverarbeitung (ESSV), pp. 72–78.
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  • Schier, M., Reinders, C., and Rosenhahn, B. (2023)Deep Reinforcement Learning for Autonomous Driving Using High-Level Heterogeneous Graph Representations. In International Conference on Robotics and Automation (ICRA), p. to appear.
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  • Hachmann, H., and Rosenhahn, B. (2023)Color-aware Deep Temporal Backdrop Duplex Matting System. In MMSys ’23: Proceedings of the 14th ACM Multimedia Systems Conference.
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  • Safikhani, P., Avetisyan, H., F{ö}ste-Eggers, D., and Broneske, D. (2023)Automated occupation coding with hierarchical features: A data-centric approach to classification with pre-trained language models., Discover Artificial Intelligence.
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  • Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., L{ü}dtke, U., and Ostermann, J. (2023)Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition. In Accepted to Interspeech 2023.
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  • Rudolph, M., Wehrbein, T., Rosenhahn, B., and Wandt, B. (2023)Asymmetric Student-Teacher Networks for Industrial Anomaly Detection. In Winter Conference on Applications of Computer Vision (WACV).
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  • Kabongo, S., D’Souza, J., and Auer, S. (2023)Zero-Shot Entailment of Leaderboards for Empirical {AI} Research. In {ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2023, Santa Fe, NM, USA, June 26-30, 2023, pp. 237–241, {IEEE}.
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  • Nandy, A., Kapadnis, M. N., Goyal, P., and Ganguly, N. (2023)CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text. In The 2023 Conference on Empirical Methods in Natural Language Processing.
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  • Roy, S., Wallat, J., Sundaram, S. S., Nejdl, W., and Ganguly, N. (2023)GENEMASK: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning. In Frontiers in Artificial Intelligence and Applications, pp. 2002–2009.
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  • Xiao, J., Basso, L., Nejdl, W., Ganguly, N., and Sikdar, S. (2023)IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers, arXiv preprint arXiv:2305.06741.
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  • Gebauer, C., Rumberg, L., and Ostermann, J. (2023)Pronunciation Modeling for Children’s Speech. In Elektronische Sprachsignalverarbeitung (ESSV), pp. 79–86.
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  • Ren, Z., Nguyen, T. T., Chang, Y., and Schuller, B. W. (2023)Fast yet effective speech emotion recognition with self-distillation. In ICASSP.
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  • Xu, L., Dockhorn, A., and Perez-Liebana, D. (2023)Elastic Monte Carlo Tree Search, IEEE Transactions on Games.
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  • M{ü}ntefering, F., Ostermann, J., and Voges, J. (2023)BACON: Bacterial Clone Recognition from Metagenomic Sequencing Data, AICPM 2023.
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  • Xie, H.-S., Chen, Y.-H., Peng, W.-H., Benjak, M., and Ostermann, J. (2023)Rate Adaptation for Learned Two-layer B-frame Coding without Signaling Motion Information. In IEEE International Conference on Visual Communications and Image Processing (VCIP).
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  • Hachmann, H., and Rosenhahn, B. (2023)Human Spine Motion Capture using Perforated Kinesiology Tape. In Computer Vision and Pattern Recognition Workshops (CVPRW).
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  • W{ö}rz, N., Woiwode, D., Sondheim, J., Behrens, D., Rudy, D., and Gl{ü}cksklee, T. (2023)Pflanzenforschung an Bord der ISS, BIOspektrum 29 29, 557.
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  • Kuhnke, F., and Ostermann, J. (2023)Domain Adaptation for Head Pose Estimation Using Relative Pose Consistency, IEEE Transactions on Biometrics, Behavior, and Identity Science.
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  • Benjamins, C., Eimer, T., Schubert, F., Mohan, A., D{ö}hler, S., Biedenkapp, A., Rosenhahn, B., Hutter, F., and Lindauer, M. (2023)Contextualize Me - The Case for Context in Reinforcement Learning, Transactions on Machine Learning Research.
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  • Safikhani, P., and Broneske, D. (2023)Enhancing AutoNLP with fine-tuned BERT models: An evaluation of text representation methods for AutoPyTorch., International Conference on Machine Learning Techniques and NLP 13.
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  • Cong, Y., Yang, M., and Rosenhahn, B. (2023)RelTR: Relation Transformer for Scene Graph Generation, IEEE transactions on pattern analysis and machine intelligence (TPAMI).
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  • Lee, C.-S., Wang, M.-H., Chen, C.-Y., Yang, F.-J., and Dockhorn, A. (2023)Genetic Assessment Agent for High-School Student and Machine Co-Learning Model Construction on Computational Intelligence Experience. In 2023 IEEE Congress on Evolutionary Computation, pp. 1–8.
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  • Awiszus, M., Dockhorn, A., Hoover, A. K., Liapis, A., Lucas, S. M., Eladhari, M. P., Schrum, J., and Volz, V. (2023)Language Models for Procedural Content Generation, Human-Game AI Interaction (Dagstuhl Seminar 22251) 12, 34–37.
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  • Dockhorn, A., Eberhardinger, M., Loiacono, D., Liebana, D. P., and Veltkamp, R. (2023)Pokegen, Human-Game AI Interaction (Dagstuhl Seminar 22251) 12, 39–42.
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  • Kaiser, T., Reinders, C., and Rosenhahn, B. (2023)Compensation Learning in Semantic Segmentation. In Computer Vision and Pattern Recognition Workshops (CVPRW).
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  • Adhisantoso, Y. G., and Voges, J. (2023)Cross-check of M62859 Results on Updated CE Results for Annotation Data Indexing Using B-Tree, ISO/IEC JTC 1/SC 29/WG 8.
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  • Jaradeh, M. Y., Singh, K., Stocker, M., Both, A., and Auer, S. (2023)Information extraction pipelines for knowledge graphs, Knowl. Inf. Syst. 65, 1989–2016.
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  • Chang, Y., Ren, Z., Nguyen, T. T., Qian, K., and Schuller, B. W. (2023)Knowledge transfer for on-device speech emotion recognition with neural structured learning. In ICASSP.
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  • D’Souza, J., Hrou, M., and Auer, S. (2023)Evaluating Prompt-Based Question Answering for Object Prediction in the Open Research Knowledge Graph. In Database and Expert Systems Applications - 34th International Conference, {DEXA} 2023, Penang, Malaysia, August 28-30, 2023, Proceedings, Part {I} (Strauss, C., Amagasa, T., Kotsis, G., Tjoa, A. M., and Khalil, I., Eds.), pp. 508–515, Springer.
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  • Ekaputra, F. J., Llugiqi, M., Sabou, M., Ekelhart, A., Paulheim, H., Breit, A., Revenko, A., Waltersdorfer, L., Farfar, K. E., and Auer, S. (2023)Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG. In The Semantic Web - 20th International Conference, {ESWC} 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings (Pesquita, C., Jim{{é}}nez{-}Ruiz, E., McCusker, J. P., Faria, D., Dragoni, M., Dimou, A., Troncy, R., and Hertling, S., Eds.), pp. 372–389, Springer.
    URLBibTeXEndNoteBibSonomy
  • Olson, C., Wagner, L., and Dockhorn, A. (2023)Evolutionary Optimization of Baba Is You Agents. In 2023 IEEE Congress on Evolutionary Computation (CEC), pp. 1–8.
    BibTeXEndNoteBibSonomy
  • Cook, M., Awiszus, M., Cakmak, D., Denisova, A., Dockhorn, A., Harteveld, C., Liapis, A., Eladhari, M. P., Liebana, D. P., Rombout, L., and Thompson, T. (2023)AI for Romantic Comedies, Human-Game AI Interaction (Dagstuhl Seminar 22251) 12, 37–39.
    BibTeXEndNoteBibSonomy
  • Liapis, A., Awiszus, M., Champandard, A. J., Cook, M., Denisova, A., Dockhorn, A., Thompson, T., and Zhu, J. (2023)Artificial Intelligence for Audiences, Human-Game AI Interaction (Dagstuhl Seminar 22251) 12, 50–54.
    BibTeXEndNoteBibSonomy
  • Auer, S., Barone, D. A. C., Bartz, C., Cortes, E. G., Jaradeh, M. Y., Karras, O., Koubarakis, M., Mouromtsev, D., Pliukhin, D., Radyush, D., Shilin, I., Stocker, M., and Tsalapati, E. (2023, March)SciQA benchmark: Dataset and {RDF} dump (Version 1.0.1), Zenodo.
    URLBibTeXEndNoteBibSonomy
  • Giglou, H. B., D’Souza, J., and Auer, S. (2023)LLMs4OL: Large Language Models for Ontology Learning. In The Semantic Web - {ISWC} 2023 - 22nd International Semantic Web Conference, Athens, Greece, November 6-10, 2023, Proceedings, Part {I} (Payne, T. R., Presutti, V., Qi, G., Poveda{-}Villal{{ó}}n, M., Stoilos, G., Hollink, L., Kaoudi, Z., Cheng, G., and Li, J., Eds.), pp. 408–427, Springer.
    URLBibTeXEndNoteBibSonomy
  • Roy, S., Wallat, J., Sundaram, S. S., Nejdl, W., and Ganguly, N. (2023)GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning, CoRR abs/2307.15933.
    URLBibTeXEndNoteBibSonomy
  • Rabby, G., D’Souza, J., Oelen, A., Dvorackova, L., Sv{{á}}tek, V., and Auer, S. (2023)Impact of {COVID-19} research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph, J. Biomed. Semant. 14, 18.
    URLBibTeXEndNoteBibSonomy
  • Roy, S., Ganguly, N., Sural, S., and Rudra, K. (2023)Interpretable Clinical Trial Search using Pubmed Citation Network. In 2023 IEEE International Conference on Digital Health (ICDH), pp. 328–338.
    BibTeXEndNoteBibSonomy
  • D’Souza, J., Mulang’, I. O., and Auer, S. (2023)Ranking facts for explaining answers to elementary science questions, Nat. Lang. Eng. 29, 228–253.
    URLBibTeXEndNoteBibSonomy
  • Kuhnke, F. (2023)Unsupervised Domain Adaptation for Real-World Head Pose Estimation from Synthetic Data 144.
    BibTeXEndNoteBibSonomy
  • Rosenhahn, B. (2023)Optimization of Sparsity-Constrained Neural Networks as a Mixed Integer Linear Program, Journal of Optimization Theory and Applications 1–24.
    BibTeXEndNoteBibSonomy
  • Pestel-Schiller, U., Busch, J., Meinicke, P.-R., and Ostermann, J. (2023)Gain Adapted Quantization in HEVC Coding Applied to Drone Remote Sensing. In 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).
    BibTeXEndNoteBibSonomy
  • Avetisyan, H., Safikhani, P., and Broneske, D. (2023)Laughing Out Loud – Exploring AI-Generated and Human-Generated Humor, International Conference on Soft Computing, Artificial Intelligence and Applications (SCAI 2023).
    BibTeXEndNoteBibSonomy
  • Dockhorn, A., and Kruse, R. (2023)State and Action Abstraction for Search and Reinforcement Learning Algorithms, Artificial Intelligence in Control and Decision-making Systems 181–198.
    BibTeXEndNoteBibSonomy
  • Xu, R., Lange, A., K{ä}ding, M., Marx, S., and Ostermann, J. (2023)Energy spectral analysis of wire breaks in post-tensioned tendons for wind turbines. In 19th EAWE PhD Seminar on Wind Energy, pp. 204–207.
    BibTeXEndNoteBibSonomy
  • Benjak, M., Chen, Y.-H., Peng, W.-H., and Ostermann, J. (2023)Learning-Based Scalable Video Coding with Spatial and Temporal Prediction. In IEEE International Conference on Visual Communications and Image Processing (VCIP).
    BibTeXEndNoteBibSonomy
  • Papadakis, E., Baryannis, G., Batsakis, S., Adamou, M., Huang, Z., and Antoniou, G. (2023)ADHD-KG: A Knowledge Graph of Attention Deficit Hyperactivity Disorder, Health Information Science and Systems.
    BibTeXEndNoteBibSonomy
  • Wehrbein, T., Rosenhahn, B., Matthews, I., and Stoll, C. (2023)Personalized 3D Human Pose and Shape Refinement. In International Conference on Computer Vision Workshops (ICCVW).
    BibTeXEndNoteBibSonomy
  • Antoniou, G., and Batsakis, S. (2023)Defeasible Reasoning with Large Language Models–Initial Experiments and Future Directions. In Proceedings of the17th International Rule Challenge, RuleML 2023, p. 7687.
    BibTeXEndNoteBibSonomy
  • Krause, L. M. K., Manderfeld, E., Gnutt, P., Vogler, L., Wassick, A., Richard, K., Rudolph, M., Hunsucker, K. Z., Swain, G. W., Rosenhahn, B., and Rosenhahn, A. (2023)Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure, Biofouling 39, 64–79.
    BibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G., Voges, J., Rohlfing, C., Tunev, V., Ohm, J.-R., and Ostermann, J. (2023)GVC: Efficient Random Access Compression for Gene Sequence Variations. In BMC Bioinformatics, p. 13.
    BibTeXEndNoteBibSonomy
  • L{ü}dtke, U., Bornman, J., de Wet, F., Heid, U., Ostermann, J., Rumberg, L., der Linde, J. V., and Ehlert, H. (2023)Multidisciplinary Perspectives on Automatic Analysis of Children’s Language Samples: Where Do We Go from Here?, Folia Phoniatrica et Logopaedica 75, 1–12.
    BibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G. (2023)Cross-check of Philips’s Response to Core Experiment for Annotation Data Indexing using B-Tree m62224, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Tang, M., Antic, Z., Fardzadeh, P., Schröder, C., Pietzsch, S., Lentes, J., Hofmann, W., von Wolfggersdorff, L., Zimmerman, M., Horstmann, M., Nejdl, W., Cario, G., Stanulla, M., and Bergmann, A. K. (2023)A machine learning based clinical platform for cancer subtyping and data integration in hematological malignancies, Annals of Oncology 34, S550.
    BibTeXEndNoteBibSonomy
  • Basso, L., Ren, Z., and Nejdl, W. (2023)Efficient ECG-Based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks. In 2023 31st European Signal Processing Conference (EUSIPCO), pp. 1375–1379.
    BibTeXEndNoteBibSonomy
  • Rohlfing, C., Meyer, T., Schneider, J., and Voges, J. (2023)Python Wrapper for Context-based Adaptive Binary Arithmetic Coding. In 2023 IEEE International Conference on Visual Communications and Image Processing (VCIP).
    BibTeXEndNoteBibSonomy
  • Wallat, J., Beringer, F., Anand, A., and Anand, A. (2023)Probing BERT for Ranking Abilities. In Advances in Information Retrieval - 45th European Conference on Information Retrieval, {ECIR} 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part {II} (Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Kruschwitz, U., and Caputo, A., Eds.), pp. 255–273, Springer.
    URLBibTeXEndNoteBibSonomy
  • Brockmann*, J. T., Rudolph*, M., Rosenhahn, B., Wandt, B., and equal contribution), (*. (2023)The voraus-AD Dataset for Anomaly Detection in Robot Applications, Transactions on Robotics.
    BibTeXEndNoteBibSonomy
  • Schier, M., Reinders, C., and Rosenhahn, B. (2023)Learned Fourier Bases for Deep Set Feature Extractors in Automotive Reinforcement Learning. In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), p. to appear.
    BibTeXEndNoteBibSonomy
  • Schubert, F., Benjamins, C., D{ö}hler, S., Rosenhahn, B., and Lindauer, M. (2023)POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning, Transactions on Machine Learning Research.
    BibTeXEndNoteBibSonomy
  • Lange, A., K{ä}ding, M., Xu, R., Marx, S., and Ostermann, J. (2023)Semi-supervised learning for acoustic emission monitoring of tendons in prestressed concrete bridges. In 14th International Workshop on Structural Health Monitoring (IWSHM).
    BibTeXEndNoteBibSonomy
  • Ganguly, N., Fazlija, D., Badar, M., Fisichella, M., Sikdar, S., Schrader, J., Wallat, J., Rudra, K., Koubarakis, M., Patro, G. K., Amri, W. Z. E., and Nejdl, W. (2023)A Review of the Role of Causality in Developing Trustworthy AI Systems.
    AbstractURLBibTeXEndNoteBibSonomy
  • Hussein, H., Farfar, K. E., Oelen, A., Karras, O., and Auer, S. (2023)Increasing Reproducibility in Science by Interlinking Semantic Artifact Descriptions in a Knowledge Graph. In Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration - 25th International Conference on Asia-Pacific Digital Libraries, {ICADL} 2023, Taipei, Taiwan, December 4-7, 2023, Proceedings, Part {II} (Goh, D. H.- }Lian, Chen, S.- }Jiun, and Tuarob, S., Eds.), pp. 220–229, Springer.
    URLBibTeXEndNoteBibSonomy
  • Fathalla, S., Lange, C., and Auer, S. (2023)An Upper Ontology for Modern Science Branches and Related Entities. In The Semantic Web - 20th International Conference, {ESWC} 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings (Pesquita, C., Jim{{é}}nez{-}Ruiz, E., McCusker, J. P., Faria, D., Dragoni, M., Dimou, A., Troncy, R., and Hertling, S., Eds.), pp. 436–453, Springer.
    URLBibTeXEndNoteBibSonomy
  • Poker, Y., von Hardenberg, S., Hofmann, W., Tang, M., Baumann, U., Schwerk, N., Wetzke, M., Lindenthal, V., Auber, B., Schlegelberger, B., Ott, H., von Bismarck, P., Viemann, D., Dressler, F., Klemann, C., and Bergmann, A. K. (2023)Systematic genetic analysis of pediatric patients with autoinflammatory diseases, Frontiers in Genetics, Frontiers Media {SA} 14.
    URLBibTeXEndNoteBibSonomy

2022

  • Biedenkapp, A., Speck, D., Sievers, S., Hutter, F., Lindauer, M., and Seipp, J. (2022)Learning Domain-Independent Policies for Open List Selection. In Proceedings of the 3rd ICAPS workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL), pp. 1–9.
    BibTeXEndNoteBibSonomy
  • Adriaensen, S., Biedenkapp, A., Shala, G., Awad, N., Eimer, T., Lindauer, M., and Hutter, F. (2022)Automated Dynamic Algorithm Configuration, Journal of Artificial Intelligence Research, Morgan Kaufmann Publishers, Inc.
    AbstractBibTeXEndNoteBibSonomy
  • Moosbauer, J., Casalicchio, G., Lindauer, M., and Bischl, B. (2022)Improving Accuracy of Interpretability Measures in Hyperparameter Optimization via Bayesian Algorithm Execution, arXiv.
    URLBibTeXEndNoteBibSonomy
  • Lange, A., K{ä}ding, M., Hinrichs, R., Ostermann, J., and Marx, S. (2022)Wire Break Detection in Bridge Tendons Using Low-Frequency Acoustic Emissions. In European Workshop on Structural Health Monitoring. EWSHM 2022..
    BibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G., and Ostermann, J. (2022)Contact Matrix Compressor. In 2022 Data Compression Conference (DCC), pp. 399–408.
    URLBibTeXEndNoteBibSonomy
  • Biswas, A., Patro, G. K., Ganguly, N., Gummadi, K. P., and Chakraborty, A. (2022)Toward Fair Recommendation in Two-sided Platforms, {ACM} Transactions on the Web, Association for Computing Machinery ({ACM}) 16, 1–34.
    URLBibTeXEndNoteBibSonomy
  • Ren, Z., Nguyen, T. T., and Nejdl, W. (2022)Prototype learning for interpretable respiratory sound analysis. In {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022, pp. 9087–9091, {IEEE}.
    URLBibTeXEndNoteBibSonomy
  • Ren, Z., Chang, Y., Nejdl, W., and Schuller, B. W. (2022)Learning complementary representations via attention-based ensemble learning for cough-based COVID-19 recognition, Acta Acustica 6, 1–5.
    BibTeXEndNoteBibSonomy
  • Bondarenko, A., Fr{ö}be, M., Kiesel, J., Syed, S., Gurcke, T., Beloucif, M., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M., and Hagen, M. (2022)Overview of Touch{é} 2022: Argument Retrieval: Argument Retrieval: Extended Abstract. In Advances in Information Retrieval (Hagen, M., Verberne, S., Macdonald, C., Seifert, C., Balog, K., N{\o}rv{\aa}g, K., and Setty, V., Eds.) Part 2., pp. 339–346, Springer Science and Business Media Deutschland GmbH, Germany.
    AbstractBibTeXEndNoteBibSonomy
  • Dockhorn, A., and Kruse, R. (2022)State and Action Abstraction for Search and Reinforcement Learning Algorithms, pp. 1–18, Springer International Publishing.
    BibTeXEndNoteBibSonomy
  • Deng, D., and Lindauer, M. (2022)Searching in the Forest for Local Bayesian Optimization. In ECML/PKDD workshop on Meta-learning.
    AbstractBibTeXEndNoteBibSonomy
  • Benjamins, C., Jankovic, A., Raponi, E., Blom, {Koen van der}, Lindauer, M., and Doerr, C. (2022)Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis. In 6th Workshop on Meta-Learning at NeurIPS 2022.
    AbstractBibTeXEndNoteBibSonomy
  • Fehring, L., Hanselle, J., and Tornede, A. (2022)HARRIS: Hybrid Ranking and Regression Forests for Algorithm Selection. In NeurIPS Workshop on Meta Learning (MetaLearn 2022).
    BibTeXEndNoteBibSonomy
  • Xuan, Q. L., Adhisantoso, Y. G., Munderloh, M., and Ostermann, J. (2022)Uncertainty-Aware Remaining Useful Life Prediction for Predictive Maintenance Using Deep Learning (accepted). In 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME.
    BibTeXEndNoteBibSonomy
  • Dong, N., Mücke, S., and Khosla, M. (2022)MuCoMiD: A Multitask Graph Convolutional Learning Framework for miRNA-Disease Association Prediction, IEEE/ACM Transactions on Computational Biology and Bioinformatics 19, 3081–3092.
    BibTeXEndNoteBibSonomy
  • Poker, Y., Hardenberg, S. V., Hofmann, W., Tang, M., Baumann, U., Schwerk, N., Wetzke, M., Lindenthal, V., Auber, B., Schlegelberger, B., Ott, H., Bismarck, P. V., Viemann, B., Dressler, F., Klemann, C., and Bergmann, A. K. (2022)Genetics in inborn errors of immunity: pediatric auto inflammatory phenotypes and the underlying genetic causes in 125 families. In .
    BibTeXEndNoteBibSonomy
  • Pandey, P. K., Adhikari, B., Mazumdar, M., and Ganguly, N. (2022)Modeling Signed Networks as 2-Layer Growing Networks, IEEE Transactions on Knowledge and Data Engineering 34, 3377–3390.
    AbstractURLBibTeXEndNoteBibSonomy
  • Ren, Z., Qian, K., Dong, F., Dai, Z., Nejdl, W., Yamamoto, Y., and Schuller, B. W. (2022)Deep attention-based neural networks for explainable heart sound classification, Machine Learning with Applications 9, 1–9.
    BibTeXEndNoteBibSonomy
  • Mullick, A., Purkayastha, S., Goyal, P., and Ganguly, N. (2022)A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection. In Findings of the Association for Computational Linguistics: {NAACL} 2022, Association for Computational Linguistics.
    URLBibTeXEndNoteBibSonomy
  • Hinrichs, R., Gerkens, K., Lange, A., and Ostermann, J. (2022)Classification of Guitar Effects and Extraction of their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks. In EvoMUSART 2022.
    BibTeXEndNoteBibSonomy
  • Poddar, S., Mondal, M., Misra, J., Ganguly, N., and Ghosh, S. (2022)Winds of Change: Impact of {COVID}-19 on Vaccine-Related Opinions of Twitter Users, Proceedings of the International {AAAI} Conference on Web and Social Media, Association for the Advancement of Artificial Intelligence ({AAAI}) 16, 782–793.
    URLBibTeXEndNoteBibSonomy
  • Benjak, M., Aust, N., Samayoa, Y., and Ostermann, J. (2022)Neural Network-based Error Concealment for B-Frames in VVC. In 2022 IEEE International Symposium on Circuits and Systems (ISCAS).
    BibTeXEndNoteBibSonomy
  • Awiszus, M., Schubert, F., and Rosenhahn, B. (2022)Wor(l)d-GAN: Towards Natural Language Based PCG in Minecraft, IEEE Transactions on Games.
    BibTeXEndNoteBibSonomy
  • Hvarfner, C., Stoll, D., Souza, A., Nardi, L., Lindauer, M., and Hutter, F. (2022)piBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization. In 10th International Conference on Learning Representations, ICLR’22, pp. 1–30.
    URLBibTeXEndNoteBibSonomy
  • Dong, T. N., Schrader, J., M{ü}cke, S., and Khosla, M. (2022)A Message Passing framework with Multiple data integration for miRNA-Disease association prediction, Scientific Reports 12, 16259.
    AbstractURLBibTeXEndNoteBibSonomy
  • Voges, J. (2022)Compression of DNA Sequencing Data, Fortschritt-Berichte VDI.
    URLBibTeXEndNoteBibSonomy
  • Kellermann, C., Neumann, E., and Ostermann, J. (2022)Prediction of variable forecast horizons with artificial neural networks by embedding the temporal resolution warping. In International Conference on Control, Automation and Diagnosis (ICCAD), pp. 1–5.
    BibTeXEndNoteBibSonomy
  • Hinrichs, R., Ortmann, F., and Ostermann, J. (2022)Vector-Quantized Zero-Delay Deep Autoencoders for the Compression of Electrical Stimulation Patterns of Cochlear Implants Using STOI. In IEEE EMBS 2022.
    BibTeXEndNoteBibSonomy
  • Alshomary, M., Rieskamp, J., and Wachsmuth, H. (2022)Generating Contrastive Snippets for Argument Search. In Proceedings of the 9th International Conference on Computational Models of Argument, pp. 21–31.
    BibTeXEndNoteBibSonomy
  • Dong, T. N., Schrader, J., Mücke, S., and Khosla, M. (2022)A message passing framework with multiple data integration for miRNA-disease association prediction, Scientific Reports, Springer Science and Business Media LLC 12.
    URLBibTeXEndNoteBibSonomy
  • Dockhorn, A. (2022)Choosing Representation, Mutation, and Crossover in Genetic Algorithms, IEEE Computational Intelligence Magazine 17, 52–53.
    URLBibTeXEndNoteBibSonomy
  • Wolff, J., Klimke, A., Marschollek, M., and Kacprowski, T. (2022)Forecasting admissions in psychiatric hospitals before and during Covid-19: a retrospective study with routine data, Sci Rep 12, 15912.
    URLBibTeXEndNoteBibSonomy
  • Wagner, L., Olson, C., and Dockhorn, A. (2022)Generalizations of Steering - A Modular Design. In 2022 IEEE Conference on Games (CoG), pp. 1–4.
    BibTeXEndNoteBibSonomy
  • Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Bornholt, L., Ostermann, J., and L{ü}dtke, U. (2022)kidsTALC: A Corpus of 3- to 11-year-old German Children’s Connected Natural Speech. In Proceedings INTERSPEECH 2022 – 23rd Annual Conference of the International Speech Communication Association.
    BibTeXEndNoteBibSonomy
  • Schäfer, J., Tang, M., Luu, D., Bergmann, A. K., and Wiese, L. (2022)Graph4Med: a web application and a graph database for visualizing and analyzing medical databases, BMC bioinformatics (Zandomeneghi, S., Ed.) 23.
    BibTeXEndNoteBibSonomy
  • Cordes, K., Reinders, C., Hindricks, P., Lammers, J., Rosenhahn, B., and Broszio, H. (2022)RoadSaW: A Large-Scale Dataset for Camera-Based Road Surface and Wetness Estimation. In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
    URLBibTeXEndNoteBibSonomy
  • Hvarfner, C., Stoll, D., Souza, A., Lindauer, M., Hutter, F., and Nardi, L. (2022)πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization. In 10th International Conference on Learning Representations, ICLR 2022, OpenReview.net.
    BibTeXEndNoteBibSonomy
  • Lindauer, M., Eggensperger, K., Feurer, M., Biedenkapp, A., Deng, D., Benjamins, C., Ruhkopf, T., Sass, R., and Hutter, F. (2022)SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization, Journal of Machine Learning Research 23 (2022) 1–9.
    BibTeXEndNoteBibSonomy
  • Wachsmuth, H., and Alshomary, M. (2022)“Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning How to Explain. In Proceedings of the 29th International Conference on Computational Linguistics, pp. 344–354.
    BibTeXEndNoteBibSonomy
  • Bothmann, L., Strickroth, S., Casalicchio, G., Rügamer, D., Lindauer, M., Scheipl, F., and Bischl, B. (2022)Developing Open Source Educational Resources for Machine Learning and Data Science. In Teaching Machine Learning Workshop at ECML 2022.
    BibTeXEndNoteBibSonomy
  • Lauscher, A., Wachsmuth, H., Gurevych, I., and Glava{\v s}, G. (2022)Scientia Potentia Est—On the Role of Knowledge in Computational Argumentation, Transactions of the Association for Computational Linguistics, MIT Press Journals 10, 1392–1422.
    AbstractBibTeXEndNoteBibSonomy
  • Kiesel, J., Alshomary, M., Handke, N., Cai, X., Wachsmuth, H., and Stein, B. (2022)Identifying the Human Values behind Arguments. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, pp. 4459–4471.
    BibTeXEndNoteBibSonomy
  • Schubert, F., Benjamins, C., Döhler, S., Rosenhahn, B., and Lindauer, M. (2022)POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning, Arxiv Preprint, arXiv.
    URLBibTeXEndNoteBibSonomy
  • Benjamins, C., Eimer, T., Schubert, F., Mohan, A., Biedenkapp, A., Rosenhahn, B., Hutter, F., and Lindauer, M. (2022)Contextualize Me - The Case for Context in Reinforcement Learning, ArXiv Preprint.
    URLBibTeXEndNoteBibSonomy
  • Norrenbrock, T., Marco, R., and Rosenhahn, B. (2022)Take 5: Interpretable Image Classification with a Handful of Features. In Progress and Challenges in Building Trustworthy Embodied AI @NeurIPS.
    BibTeXEndNoteBibSonomy
  • Xu, L., Perez-Liebana, D., and Dockhorn, A. (2022)Towards Applicable State Abstractions: a Preview in Strategy. In The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM) - RL as a Model of Agency, pp. 1–7.
    URLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G. (2022)Recommendation on MPEG-G Part 6 Record Structure m61340, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Gebauer, C., Dengler, N., and Bennewitz, M. (2022)Sensor-Based Navigation Using Hierarchical Reinforcement Learning. In International Conference on Intelligent Autonomous Systems (IAS).
    BibTeXEndNoteBibSonomy
  • Spliethöver, M., Keiff, M., and Wachsmuth, H. (2022)No Word Embedding Model Is Perfect: Evaluating the Representation  Accuracy for Social Bias in the Media. In Proceedings of The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), Association for Computational Linguistics.
    BibTeXEndNoteBibSonomy
  • Mallik, N., Hvarfner, C., Stoll, D., Janowski, M., Bergman, E., Lindauer, M., Nardi, L., and Hutter, F. (2022)PriorBand: HyperBand + Human Expert Knowledge. In Workshop on Meta-Learning (MetaLearn 2022).
    URLBibTeXEndNoteBibSonomy
  • Sengupta, M., Alshomary, M., and Wachsmuth, H. (2022)Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning. In Proceedings of the 2022 Workshop on Figurative Language Processing.
    BibTeXEndNoteBibSonomy
  • Ruhkopf, T., Mohan, A., Deng, D., Tornede, A., Hutter, F., and Lindauer, M. (2022)MASIF: Meta-learned Algorithm Selection using Implicit Fidelity Information.
    AbstractBibTeXEndNoteBibSonomy
  • Wittig, A., Miranda, F., Hölzer, M., Altenburg, T., Bartoszewicz, J. M., Beyvers, S., Dieckmann, M. A., Genske, U., Giese, S. H., Nowicka, M., Richard, H., Schiebenhoefer, H., Schmachtenberg, A.-J., Sieben, P., Tang, M., Tembrockhaus, J., Renard, B. Y., and Fuchs, S. (2022){CovRadar}: continuously tracking and filtering {SARS}-{CoV}-2 mutations for genomic surveillance, Bioinformatics (Kelso, J., Ed.), Oxford University Press ({OUP}) 38, 4223–4225.
    URLBibTeXEndNoteBibSonomy
  • Bode, L., Schamer, S., Bohnke, J., Bott, O. J., Marschollek, M., Jack, T., Wulff, A., and Group, E. S. (2022)Tracing the Progression of Sepsis in Critically Ill Children: Clinical Decision Support for Detection of Hematologic Dysfunction, Appl Clin Inform 13, 1002–1014.
    URLBibTeXEndNoteBibSonomy
  • Kaiser, T., Ehmann, L., Reinders, C., and Rosenhahn, B. (2022)Blind Knowledge Distillation for Robust Image Classification, arXiv.
    URLBibTeXEndNoteBibSonomy
  • Chen, M.-H., Mudgal, G., Chen, W.-F., and Wachsmuth, H. (2022)Investigating the argumentation structures of EFL learners from diverse language backgrounds. In EUROCALL.
    BibTeXEndNoteBibSonomy
  • Geisler, S., Vidal, M.-E., Cappiello, C., Loscio, B. F., Gal, A., Jarke, M., Lenzerini, M., Missier, P., Otto, B., Paja, E., Pernici, B., and Rehof, J. (2022)Knowledge-Driven Data Ecosystems Toward Data Transparency, Journal of Data and Information Quality, Association for Computing Machinery ({ACM}) 14, 1–12.
    URLBibTeXEndNoteBibSonomy
  • Moosbauer, J., Casalicchio, G., Lindauer, M., and Bischl, B. (2022)Enhancing Explainability of Hyperparameter Optimization via Bayesian Algorithm Execution, Arxiv Preprint.
    AbstractBibTeXEndNoteBibSonomy
  • Nayak, T., Sharma, S., Butala, Y., Dasgupta, K., Goyal, P., and Ganguly, N. (2022)A Generative Approach for Financial Causality Extraction. In Companion Proceedings of the Web Conference 2022, {ACM}.
    URLBibTeXEndNoteBibSonomy
  • Mast, M., Marschollek, M., Jack, T., Wulff, A., and Elise Study, G. (2022)Developing a Data Driven Approach for Early Detection of SIRS in Pediatric Intensive Care Using Automatically Labeled Training Data, Stud Health Technol Inform 289, 228–231.
    URLBibTeXEndNoteBibSonomy
  • Schubert, F., Benjamins, C., D{ö}hler, S., Rosenhahn, B., and Lindauer, M. (2022)POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning, Arxiv Preprint.
    URLBibTeXEndNoteBibSonomy
  • Chen, W.-F., Chen, M.-H., Mudgal, G., and Wachsmuth, H. (2022)Analyzing Culture-Specific Argument Structures in Learner Essays. In Proceedings of the 9th Workshop on Argument Mining (ArgMining 2022), pp. 51–61.
    BibTeXEndNoteBibSonomy
  • Deng, D., Karl, F., Hutter, F., Bischl, B., and Lindauer, M. (2022)Efficient Automated Deep Learning for Time Series Forecasting. In Proceedings of the European Conference on Machine Learning (ECML), arXiv.
    URLBibTeXEndNoteBibSonomy
  • Mohan, A., Ruhkopf, T., and Lindauer, M. (2022)Towards Meta-learned Algorithm Selection using Implicit Fidelity Information. In ICML Workshop on Adaptive Experimental Design and Active Learning in the Real World (ReALML), arXiv.
    URLBibTeXEndNoteBibSonomy
  • Reinders, C., Schubert, F., and Rosenhahn, B. (2022)ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing. In Arxiv Preprint.
    BibTeXEndNoteBibSonomy
  • Benjamins, C., Raponi, E., Jankovic, A., van der Blom, K., Santoni, M. L., Lindauer, M., and Doerr, C. (2022)PI is back! Switching Acquisition Functions in Bayesian Optimization. In 2022 NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems, arXiv.
    URLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G., Xuan, Q. L., Kellerman, C., Munderloh, M., and Ostermann, J. (2022)Introduction to deep degradation metric in smart production ecosystems. In 16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME.
    BibTeXEndNoteBibSonomy
  • Dockhorn, A., and Kruse, R. (2022)Balancing Exploration and Exploitation in Forward Model Learning, Advances in Intelligent Systems Research and Innovation 1–19.
    URLBibTeXEndNoteBibSonomy
  • Alshomary, M., El Baff, R., Gurcke, T., and Wachsmuth, H. (2022)The Moral Debater: A Study on the Computational Generation of Morally Framed Arguments. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, pp. 8782–8797.
    BibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G. (2022)Cross-check of EPFL’s response to core experiment 3 on indexing DNA sequences in the compressed domain m61082, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Benjamins, C., Jankovic, A., Raponi, E., van der Blom, K., Lindauer, M., and Doerr, C. (2022)Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis. In Workshop on Meta-Learning (MetaLearn 2022).
    URLBibTeXEndNoteBibSonomy
  • Sass, R., Bergman, E., Biedenkapp, A., Hutter, F., and Lindauer, M. (2022)DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning. In ICML Workshop on Adaptive Experimental Design and Active Learning in the Real World (ReALML), arXiv.
    URLBibTeXEndNoteBibSonomy
  • Chang, Y., Ren, Z., Nguyen, T. T., Nejdl, W., and Schuller, B. W. (2022)Example-based explanations with adversarial attacks for respiratory sound analysis. In Interspeech 2022, 23rd Annual Conference of the International Speech Communication Association, Incheon, Korea, 18-22 September 2022, pp. 4003–4007, {ISCA}.
    URLBibTeXEndNoteBibSonomy
  • Hinrichs, R., Gerkens, K., and Ostermann, J. (2022)Convolutional Neural Networks for the Classification of Guitar Effects and Extraction of the Parameter Settings of Single and Multi Guitar Effects from Instrument Mixes, EURASIP Journal on Audio, Speech, and Music Processing.
    BibTeXEndNoteBibSonomy
  • Pestel-Schiller, U., Yang, Y., and Ostermann, J. (2022)Semantic Segmentation of Natural and Man-Made Fruits Using a Spatial-Spectral Two-Channel-CNN for Sparse Data. In 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).
    BibTeXEndNoteBibSonomy
  • Rosenhahn, B. (2022)Mixed Integer Linear Programming for Optimizing a Hopfield Network. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), pp. 1–17.
    BibTeXEndNoteBibSonomy
  • Dong, T. N., Schrader, J., M{ü}cke, S., and Khosla, M. (2022)A Message Passing framework with Multiple data integration for miRNA-Disease association prediction, Scientific Reports 16259.
    BibTeXEndNoteBibSonomy
  • Parker-Holder, J., Rajan, R., Song, X., Biedenkapp, A., Miao, Y., Eimer, T., Zhang, B., Nguyen, V., Calandra, R., Faust, A., Hutter, F., and Lindauer, M. (2022)Automated Reinforcement Learning (AutoRL): A Survey and Open Problems, Journal of Artificial Intelligence Research 74 (2022) 517–568.
    BibTeXEndNoteBibSonomy
  • Dong, T. N., Mucke, S., and Khosla, M. (2022)MuCoMiD: A Multitask graph Convolutional Learning Framework for miRNA-Disease Association Prediction, IEEE/ACM Transactions on Computational Biology and Bioinformatics, IEEE.
    BibTeXEndNoteBibSonomy
  • Dockhorn, A., Kirst, M., Mostaghim, S., Wieczorek, M., and Zille, H. (2022)Evolutionary Algorithm for Parameter Optimization of Context Steering Agents, IEEE Transactions on Games 1–12.
    URLBibTeXEndNoteBibSonomy
  • Chang, Y., Jing, X., Ren, Z., and Schuller, B. W. (2022)CovNet: A transfer learning framework for automatic COVID-19 detection from crowd-sourced cough sounds, Frontiers in Digital Health (Hochheiser, H., Ed.) 3, 1–11.
    BibTeXEndNoteBibSonomy
  • Hu, K., Liao, W., Yang, M., and Rosenhahn, B. (2022)Text to Image Generation with Semantic-Spatial Aware GAN. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 18166–18175.
    BibTeXEndNoteBibSonomy
  • Rumberg, L., Gebauer, C., Ehlert, H., L{ü}dtke, U., and Ostermann, J. (2022)Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding. In Proceedings INTERSPEECH 2022 – 23rd Annual Conference of the International Speech Communication Association.
    BibTeXEndNoteBibSonomy
  • Bondarenko, A., Fr{ö}be, M., Kiesel, J., Syed, S., Gurcke, T., Beloucif, M., Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M., and Hagen, M. (2022)Overview of Touch{é} 2022: Argument Retrieval, CEUR Workshop Proceedings, CEUR WS 3180, 2867–2903.
    AbstractBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G. (2022)Technical comments for Study on FDIS 23092-6 document m59160, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Lange, A., Hinrichs, R., and Ostermann, J. (2022)Localized Damage Detection in Wind Turbine Rotor Blades using Airborne Acoustic Emissions (accepted). In 9th Asia-Pacific Workshops on Structural Health Monitoring 2022 (APWSHM 2022).
    BibTeXEndNoteBibSonomy
  • Feurer, M., Eggensperger, K., Falkner, S., Lindauer, M., and Hutter, F. (2022)Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning, Journal of Machine Learning Research, Microtome Publishing 56.
    URLBibTeXEndNoteBibSonomy
  • Alshomary, M., and Stahl, M. (2022)Argument Novelty and Validity Assessment via Multitask and Transfer Learning. In Proceedings of the 9th Workshop on Argument Mining, pp. 111–114, International Conference on Computational Linguistics.
    BibTeXEndNoteBibSonomy
  • Xu, L., Hurtado-Grueso, J., Jeurissen, D., Liebana, D. P., and Dockhorn, A. (2022)Elastic Monte Carlo Tree Search State Abstraction for Strategy Game Playing. In 2022 IEEE Conference on Games (CoG).
    URLBibTeXEndNoteBibSonomy
  • Pestel-Schiller, U., and Ostermann, J. (2022)Impact of Spatial Resolution and Zoom on Interpreter-Based Evaluation of Compressed SAR Images. In 14th European Conference on Synthetic Aperture Radar.
    BibTeXEndNoteBibSonomy
  • Mukherjee, R., Vishnu, U., Peruri, H. C., Bhattacharya, S., Rudra, K., Goyal, P., and Ganguly, N. (2022)MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs. In Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining, pp. 755–763, Association for Computing Machinery, Virtual Event, AZ, USA.
    AbstractURLBibTeXEndNoteBibSonomy
  • Sharma, S., Nayak, T., Bose, A., Meena, A. K., Dasgupta, K., Ganguly, N., and Goyal, P. (2022){FinRED}: A Dataset for Relation Extraction in Financial Domain. In Companion Proceedings of the Web Conference 2022, {ACM}.
    URLBibTeXEndNoteBibSonomy
  • Patro, G. K., Jana, P., Chakraborty, A., Gummadi, K. P., and Ganguly, N. (2022)Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker Satisfaction. In Proceedings of the {ACM} Web Conference 2022, {ACM}.
    URLBibTeXEndNoteBibSonomy
  • Nguyen, D., Henschel, R., Rosenhahn, B., Sonntag, D., and Swoboda, P. (2022)LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking. In Computer Vision and Pattern Recognition (CVPR), pp. 1–10.
    BibTeXEndNoteBibSonomy
  • Stahl, M., Spliethöver, M., and Wachsmuth, H. (2022)To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation. In Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science.
    BibTeXEndNoteBibSonomy
  • Benjamins, C., Eimer, T., Schubert, F., Mohan, A., Biedenkapp, A., Rosenhahn, B., Hutter, F., and Lindauer, M. (2022)Contextualize Me -- The Case for Context in Reinforcement Learning, Arxiv Preprint, arXiv.
    URLBibTeXEndNoteBibSonomy
  • Hinrichs, R., Heise, H., and Ehmann, L. O. (2022)Lossless Compression at Zero Delay of the Electrical Stimulation Patterns of Cochlear Implants for Wireless Streaming of Audio Using Artificial Neural Networks. In 7th International Conference on Frontiers of Signal Processing.
    BibTeXEndNoteBibSonomy
  • Rosenboom, I., Scheithauer, T., Friedrich, F. C., P{ö}rtner, S., Hollstein, L., Pust, M., Sifakis, K., Wehrbein, T., Rosenhahn, B., Wiehlmann, L., Chhatwal, P., T{ü}mmler, B., and Davenport, C. F. (2022)Wochenende - modular and flexible alignment-based shotgun metagenome analysis, BMC Genomics.
    URLBibTeXEndNoteBibSonomy
  • Hinrichs, R., Jiang, N., Beltran, R., Krause, T., K{ä}ding, M., Lange, A., Schmidt, B., Ostermann, J., and Marx, S. (2022)Analysis of the Repeatability of the Pencil Lead Break in Comparison to the Ball Impact and Electromagnetic Body-Noise Actuator. In 20th World Conference on Non-Destructive Testing (WCNDT 2020).
    BibTeXEndNoteBibSonomy
  • Grimm, E., Kuhnke, F., Gajdt, A., Ostermann, J., and Knoche, M. (2022)Accurate Quantification of Anthocyanin in Red Flesh Apples Using Digital Photography and Image Analysis, Horticulturae 8.
    URLBibTeXEndNoteBibSonomy
  • Iosifidis, V., Papadopulous, S., Rosenhahn, B., and Ntoutsi, E. (2022)AdaCC: cumulative cost-sensitive boosting for imbalanced classification, Knowledge and Information Systems 38.
    BibTeXEndNoteBibSonomy
  • Kellermann, C., Selmi, A., Brown, D., and Ostermann, J. (2022)Fault Detection in Multi-stage Manufacturing to Improve Process Quality. In International Conference on Control, Automation and Diagnosis (ICCAD), pp. 1–6.
    BibTeXEndNoteBibSonomy
  • Tang, M., Antic, Z., Pietzsch, S., Lentes, J., Hofmann, W., Cario, G., Escherich, G., Udo Zu Stadt, U., Schlegelberger, B., Horstmann, M., Stanulla, M., and Bergmann, A. K. (2022)Analyzing clinical RNAseq data with machine learning models greatly improves the genetic diagnosis in pediatric acute lymphoblastic leukemia. In .
    BibTeXEndNoteBibSonomy
  • Reinders, C., and Rosenhahn, B. (2022)Adversarial Attacks and Defenses in Deep Learning, We Are Developers!.
    BibTeXEndNoteBibSonomy
  • Xu, R., K{ä}ding, M., Lange, A., Ostermann, J., and Marx, S. (2022)Detection of impulsive signals on tendons for hybrid wind turbines using acoustic emission measurements. In International Symposium on Non-Destructive Testing in Civil Engineering (NDT-CE 2022).
    URLBibTeXEndNoteBibSonomy
  • Schier, M., Reinders, C., and Rosenhahn, B. (2022)Constrained Mean Shift Clustering. In Proceedings of the 2022 SIAM International Conference on Data Mining (SDM).
    URLBibTeXEndNoteBibSonomy
  • Hinrichs, R., Liang, K., Lu, Z., and Ostermann, J. (2022)Improved Compression of Artificial Neural Networks through Curvature-Aware Training. In Proceedings of the IEEE World Congress on Computational Intelligence.
    BibTeXEndNoteBibSonomy
  • Ren, Z., Chang, Y., Bartl-Pokorny, K. D., Pokorny, F. B., and Schuller, B. W. (2022)The acoustic dissection of cough: Diving into machine listening-based COVID-19 analysis and detection, Journal of Voice 1–14.
    BibTeXEndNoteBibSonomy

2021

  • Koley, P., Saha, A., Bhattacharya, S., Ganguly, N., and De, A. (2021)Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach, ACM Trans. Knowl. Discov. Data, Association for Computing Machinery, New York, NY, USA 15.
    AbstractURLBibTeXEndNoteBibSonomy
  • Tennakoon, R., Suter, D., Zhang, E., Chin, T.-J., and Bab-Hadiashar, A. (2021)Consensus Maximisation Using Influences of Monotone Boolean Functions. In 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2865–2874.
    BibTeXEndNoteBibSonomy
  • Pestel-Schiller, U., Hu, K., Gritzner, D., and Ostermann, J. (2021)Determination of Relevant Hyperspectral Bands Using a Spectrally Constrained CNN. In 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Paper 15.
    BibTeXEndNoteBibSonomy
  • Narisetti, N., Henke, M., Seiler, C., Junker, A., Ostermann, J., Altmann, T., and Gladilin, E. (2021)Fully-automated root image analysis (faRIA), Scientific Reports 11.
    URLBibTeXEndNoteBibSonomy
  • Guerrero-Viu, J., Hauns, S., Izquierdo, S., Miotto, G., Schrodi, S., Biedenkapp, A., Elsken, T., Deng, D., Lindauer, M., and Hutter, F. (2021)Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization. In Proceedings of the international workshop on Automated Machine Learning (AutoML) at ICML’21.
    URLBibTeXEndNoteBibSonomy
  • Kluger, F., Ackermann, H., Brachmann, E., Yang, M. Y., and Rosenhahn, B. (2021)Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images. In CVPR.
    BibTeXEndNoteBibSonomy
  • Schubert, F., Awiszus, M., and Rosenhahn, B. (2021)TOAD-GAN: a Flexible Framework for Few-Shot Level Generation in Token-Based Games, IEEE Transactions on Games.
    URLBibTeXEndNoteBibSonomy
  • Benjak, M., Meuel, H., Laude, T., and Ostermann, J. (2021)Enhanced Machine Learning-based Inter Coding for VVC. In 2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) (ICAIIC 2021).
    BibTeXEndNoteBibSonomy
  • Dockhorn, A., and Kruse, R. (2021)Modelheuristics for efficient forward model learning, At-Automatisierungstechnik.
    URLBibTeXEndNoteBibSonomy
  • Dockhorn, A., Hurtado-Grueso, J., Jeurissen, D., Xu, L., and Perez-Liebana, D. (2021)Portfolio Search and Optimization for General Strategy Game-Playing. In 2021 IEEE Congress on Evolutionary Computation (CEC), pp. 2085–2092.
    URLBibTeXEndNoteBibSonomy
  • Ilyas, Z., Sharif, N., Schousboe, J. T., Lewis, J. R., Suter, D., and Gilani, S. Z. (2021)GuideNet: Learning Inter- Vertebral Guides in DXA Lateral Spine Images. In 2021 Digital Image Computing: Techniques and Applications (DICTA), pp. 01–07.
    BibTeXEndNoteBibSonomy
  • Pestel-Schiller, U., and Ostermann, J. (2021)Interpreter-Based Evaluation of Compressed SAR Images Using JPEG and HEVC Intra Coding: Compression Can Improve Usability. In 13th European Conference on Synthetic Aperture Radar.
    BibTeXEndNoteBibSonomy
  • Benjamins, C., Eimer, T., Schubert, F., Biedenkapp, A., Rosenhahn, B., Hutter, F., and Lindauer, M. (2021)CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning. In NeurIPS 2021 Workshop on Ecological Theory of Reinforcement Learning.
    BibTeXEndNoteBibSonomy
  • Kaushal, A., Saha, A., and Ganguly, N. (2021)tWT–WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets, pp. 3879–3889.
    AbstractBibTeXEndNoteBibSonomy
  • Wu, W., Li, B., Luo, C., and Nejdl, W. (2021)Hashing-Accelerated Graph Neural Networks for Link Prediction. In .
    AbstractURLBibTeXEndNoteBibSonomy
  • Holzapfel, C., Sag, S., Graf-Schindler, J., Fischer, M., Drabsch, T., Illig, T., Grallert, H., Stecher, L., Strack, C., Caterson, I., Jebb, S., Hauner, H., and Baessler, A. (2021)Association between single nucleotide polymorphisms and weight reduction in behavioural interventions—a pooled analysis, Nutrients, MDPI 13.
    AbstractURLBibTeXEndNoteBibSonomy
  • Hutter, F., Fuks, L., Lindauer, M., and Awad, N. (2021)Method, device and computer program for producing a strategy for a robot.
    URLBibTeXEndNoteBibSonomy
  • Hao, C., Liao, W., Tang, X., Yang, M. Y., Sester, M., and Rosenhahn, B. (2021)AMENet: Attentive Maps Encoder Network for Trajectory Prediction. In ISPRS Journal of Photogrammetry and Remote Sensing, pp. 253–266.
    URLBibTeXEndNoteBibSonomy
  • Schubert, F., Eimer, T., Rosenhahn, B., and Lindauer, M. (2021)Towards Automatic Risk Adaption in Distributional Reinforcement Learning. In Reinforcement Learning for Real Life (RL4RealLife) Workshop in the 38th International Conference on Machine Learning (ICML).
    URLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G. (2021)Verification of the Extension to the Coding of Contact Matrix m58073, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Becker, M., Strengert, M., Junker, D., Kaiser, P. D., Kerrinnes, T., Traenkle, B., Dinter, H., Häring, J., Ghozzi, S., Zeck, A., Weise, F., Peter, A., Hörber, S., Fink, S., Ruoff, F., Dulovic, A., Bakchoul, T., Baillot, A., Lohse, S., Cornberg, M., Illig, T., Gottlieb, J., Smola, S., Karch, A., Berger, K., Rammensee, H.-G., Schenke-Layland, K., Nelde, A., Märklin, M., Heitmann, J. S., Walz, J. S., Templin, M., Joos, T. O., Rothbauer, U., Krause, G., and Schneiderhan-Marra, N. (2021)Exploring beyond clinical routine SARS-CoV-2 serology using MultiCoV-Ab to evaluate endemic coronavirus cross-reactivity, Nat Commun 12.
    AbstractBibTeXEndNoteBibSonomy
  • Bellinghausen, C., Pletz, M. W., Rupp, J., Witzenrath, M., Welsch, C., Zeuzem, S., Trebicka, J., Rohde, G. G. U., and of the CAPNETZ study group, M. (2021)Chronic liver disease negatively affects outcome in hospitalised patients with community-acquired pneumonia, Gut 70, 221–222.
    BibTeXEndNoteBibSonomy
  • Rumberg, L., Ehlert, H., L{ü}dtke, U., and Ostermann, J. (2021)Age-Invariant Training for End-to-End Child Speech Recognition using Adversarial Multi-Task Learning. In Proceedings INTERSPEECH 2021 -- 22th Annual Conference of the International Speech Communication Association.
    BibTeXEndNoteBibSonomy
  • Hachmann, H., Kr{ü}ger, B., Rosenhahn, B., and Nogueira, W. (2021)Localization of Cochlear Implant Electrodes from Cone Beam Computed Tomography using Particle Belief Propagation. In International Symposium on Biomedical Imaging, ISBI.
    URLBibTeXEndNoteBibSonomy
  • Warnstorf, D., Bawadi, R., Schienke, A., Strasser, R., Schmidt, G., Illig, T., Tauscher, M., Thol, F., Heuser, M., Steinemann, D., Davenport, C., Schlegelberger, B., Behrens, Y. L., and Göhring, G. (2021)Unbalanced translocation der(5;17) resulting in a TP53 loss as recurrent aberration in myelodysplastic syndrome and acute myeloid leukemia with complex karyotype, Genes Chromosomes Cancer 60, 452–457.
    AbstractBibTeXEndNoteBibSonomy
  • Gritzner, D., Hinrichs, H., Stetter, C., Wielert, H., Breitner, M. H., and Ostermann, J. (2021)Wind Turbine Localization in Satellite and Aerial Images. In Proceedings of the Wind Energy Science Conference 2021, pp. 40–41.
    BibTeXEndNoteBibSonomy
  • Cong, Y., Liao, W., Ackermann, H., Yang, M. Y., and Rosenhahn, B. (2021)Spatial-Temporal Transformer for Dynamic Scene Graph Generation. In International Conference on Computer Vision (ICCV).
    URLBibTeXEndNoteBibSonomy
  • Speck, D., Biedenkapp, A., Hutter, F., Mattm{ü}ller, R., and Lindauer, M. (2021)Learning Heuristic Selection with Dynamic Algorithm Configuration. In Proceedings of the 31st International Conference on Automated Planning and Scheduling {(ICAPS’21)}.
    URLBibTeXEndNoteBibSonomy
  • Xue, Y., Kudenko, D., and Khosla, M. (2021)Graph Learning based Generation of Abstractions for Reinforcement Learning. In Adaptive and Learning Agents Workshop at AAMAS 2021.
    AbstractURLBibTeXEndNoteBibSonomy
  • Roy, S., Sural, S., Chhaya, N., Natarajan, A., and Ganguly, N. (2021)An Integrated Approach for Improving Brand Consistency of Web Content: Modeling, Analysis and Recommendation., ACM Trans. Web 15, 9:1–9:25.
    URLBibTeXEndNoteBibSonomy
  • Souza, A., Nardi, L., Oliveira, L., Olukotun, K., Lindauer, M., and Hutter, F. (2021)Bayesian Optimization with a Prior for the Optimum. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD).
    URLBibTeXEndNoteBibSonomy
  • Dong, T., Brogden, G., Gerold, G., and Khosla, M. (2021)A multitask transfer learning framework for the prediction of virus-human protein-protein interactions, BMC Bioinformatics 22, 572.
    URLBibTeXEndNoteBibSonomy
  • Truong, G., Le, H., Suter, D., Zhang, E., and Gilani, S. Z. (2021)Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach. In 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 10343–10352.
    BibTeXEndNoteBibSonomy
  • Sheshadri, S., Saha, A., Patel, P., Datta, S., and Ganguly, N. (2021)Graph-based semi-supervised learning through the lens of safety. In Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence (de Campos, C., and Maathuis, M. H., Eds.), pp. 1576–1586, PMLR.
    AbstractURLBibTeXEndNoteBibSonomy
  • Wandt, B., Rudolph, M., Zell, P., Rhodin, H., and Rosenhahn, B. (2021)CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild. In Computer Vision and Pattern Recognition (CVPR).
    BibTeXEndNoteBibSonomy
  • Hinrichs, R., Schmidt, A., Koslowski, J., Ostermann, J., and Denkena, B. (2021)Analysis of the impact of data compression on condition monitoring algorithms for ball screws. In CMMO CIRP 2021.
    BibTeXEndNoteBibSonomy
  • Eggensperger, K., M{ü}ller, P., Mallik, N., Feurer, M., Sass, R., Klein, A., Awad, N., Lindauer, M., and Hutter, F. (2021)HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO. In Proceedings of the international conference on Neural Information Processing Systems (NeurIPS) (Datasets and Benchmarks Track).
    URLBibTeXEndNoteBibSonomy
  • Benjak, M., Samayoa, Y., and Ostermann, J. (2021)Neural Network Based Error Concealment for VVC. In Proceedings of the 28th IEEE International Conference on Image Processing (ICIP).
    BibTeXEndNoteBibSonomy
  • Kellermann, C., Adhisantoso, Y. G., Munderloh, M., and Ostermann, J. (2021)Introduction to an Adaptive Remaining Useful Life Prediction for forming tools (accepted). In Proceedings of IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM).
    BibTeXEndNoteBibSonomy
  • Hornakova*, A., Kaiser*, T., Rosenhahn, B., Swoboda, P., Henschel, R., and equal contribution), (*. (2021)Higher Order Multiple Object Tracking for Crowded Scenes, Computer Vision and Pattern Recognition Workshops (CVPRW).
    URLBibTeXEndNoteBibSonomy
  • Hinrichs, R., Dunkel, J., and Ostermann, J. (2021)Mixing Time-Frequency Distributions for Speech Command Recognition using Convolutional Neural Networks. In 6th International Conference on Frontiers of Signal Processing (ICFSP 2021).
    BibTeXEndNoteBibSonomy
  • He, S., Liao, W., Yang, M. Y., Yang, Y., Song, Y.-Z., Rosenhahn, B., and Xiang, T. (2021)Context-Aware Layout to Image Generation with Enhanced Object Appearance. In IEEE Conference on Computer Vision and Pattern Recognition.
    BibTeXEndNoteBibSonomy
  • Dong, N. T., Brogden, G., Gerold, G., and Khosla, M. (2021)A multitask transfer learning framework for the prediction of virus-human protein--protein interactions, BMC Bioinformatics 22, 572.
    AbstractURLBibTeXEndNoteBibSonomy
  • Eimer, T., Biedenkapp, A., Reimer, M., Adriaensen, S., Hutter, F., and Lindauer, M. (2021)DACBench: A Benchmark Library for Dynamic Algorithm Configuration. In Proceedings of the international joint conference on artificial intelligence (IJCAI).
    URLBibTeXEndNoteBibSonomy
  • Hornakova*, A., Kaiser*, T., Rolinek, M., Rosenhahn, B., Swoboda, P., Henschel, R., and equal contribution), (*. (2021)Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths. In International Conference on Computer Vision (ICCV).
    URLBibTeXEndNoteBibSonomy
  • Lindauer, M., Eggensperger, K., Feurer, M., Biedenkapp, A., Deng, D., Benjamins, C., Sass, R., and Hutter, F. (2021)SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization. In ArXiv: 2109.09831.
    URLBibTeXEndNoteBibSonomy
  • Knura, M., Kluger, F., Zahtila, M., Schiewe, J., Rosenhahn, B., and Burghardt, D. (2021)Using Object Detection on Social Media Images for Urban Bicycle Infrastructure Planning: A Case Study of Dresden, ISPRS International Journal of Geo-Information.
    URLBibTeXEndNoteBibSonomy
  • Mukherjee, R., Naik, A., Poddar, S., Dasgupta, S., and Ganguly, N. (2021)Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach. In .
    AbstractURLBibTeXEndNoteBibSonomy
  • Gritzner, D., and Ostermann, J. (2021)Semantic Segmentation of Aerial Images Using Binary Space Partitioning. In KI 2021: Advances in Artificial Intelligence, pp. 116–134.
    BibTeXEndNoteBibSonomy
  • Mukherjee, A., Mallick, M., Chakraborty, S., and Ganguly, N. (2021)Unsupervised Topology Assessment in Smart Homes. In 8th ACM IKDD CODS and 26th COMAD, pp. 193–197, Association for Computing Machinery, Bangalore, India.
    AbstractURLBibTeXEndNoteBibSonomy
  • Wehrbein, T., Rudolph, M., Rosenhahn, B., and Wandt, B. (2021)Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows. In International Conference on Computer Vision (ICCV).
    URLBibTeXEndNoteBibSonomy
  • Chin, T.-J., Suter, D., Ch’ng, S.-F., and Quach, J. (2021)Quantum Robust Fitting. In Computer Vision -- ACCV 2020 (Ishikawa, H., Liu, C.-L., Pajdla, T., and Shi, J., Eds.), pp. 485–499, Springer International Publishing, Cham.
    AbstractBibTeXEndNoteBibSonomy
  • Kellermann, C., Neumann, E., and Ostermann, J. (2021)A New Preprocessing Approach to Reduce Computational Complexity for Time Series Forecasting with Neuronal Networks: Temporal Resolution Warping. In 2021 International Symposium on Computer Science and Intelligent Controls (ISCSIC), pp. 324–328.
    BibTeXEndNoteBibSonomy
  • Kellermann, C., and Ostermann, J. (2021)Estimation of unknown system states based on an adaptive neural network and Kalman filter, Procedia CIRP 99, 656–661.
    BibTeXEndNoteBibSonomy
  • Olatunji, I. E., Nejdl, W., and Khosla, M. (2021)Membership inference attack on graph neural networks. In IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (short version presented in ICLR-21 Workshop on Distributed and Private Machine Learning (DPML) ).
    BibTeXEndNoteBibSonomy
  • Dockhorn, A., Hurtado-Grueso, J., Jeurissen, D., Xu, L., and Perez-Liebana, D. (2021)Game State and Action Abstracting Monte Carlo Tree Search for General Strategy Game-Playing. In Proceedings of the 2021 IEEE Conference on Games (CoG), pp. 1–8.
    URLBibTeXEndNoteBibSonomy
  • Liao, W., Lan, C., Yang, M. Y., Zeng, W., and Rosenhahn, B. (2021)Target-Tailored Source-Transformation for Scene Graph Generation. In In CVPR Workshop on Multi-Sensor Fusion for Dynamic Scene Understanding.
    BibTeXEndNoteBibSonomy
  • Schubert, F., Eimer, T., Rosenhahn, B., and Lindauer, M. (2021)Automatic Risk Adaptation in Distributional Reinforcement Learning. In Arxiv Preprint.
    URLBibTeXEndNoteBibSonomy
  • Gritzner, D., and Ostermann, J. (2021)Minimizing Manual Labeling Effort for The Semantic Segmentation of Aerial Images. In 2021 IEEE Statistical Signal Processing Workshop (SSP), pp. 81–85.
    BibTeXEndNoteBibSonomy
  • Kuhnke, F., Ihler, S., and Ostermann, J. (2021)Relative Pose Consistency for Semi-Supervised Head Pose Estimation. In 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).
    BibTeXEndNoteBibSonomy
  • Dockhorn, A., Mostaghim, S., Kirst, M., and Zettwitz, M. (2021)Multi-Objective Optimization and Decision-Making in Context Steering. In 2021 IEEE Conference on Games (CoG), pp. 1–8.
    URLBibTeXEndNoteBibSonomy
  • Nandy, A., Sharma, S., Maddhashiya, S., Sachdeva, K., Goyal, P., and Ganguly, N. (2021)Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework, pp. 4600–4609, Association for Computational Linguistics.
    AbstractURLBibTeXEndNoteBibSonomy
  • Dockhorn, A., and Kruse, R. (2021)Fuzzy Modeling in Game AI, Journal of Pure and Applied Mathematics 12, 54–68.
    URLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G. (2021)Cross-check CE3 Extension of Contact Matrix Compressor m58074, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Luo, C., Lin, J., Cai, S., Chen, X., He, B., Qiao, B., Zhao, P., Lin, Q., Zhang, H., Wu, W., Rajmohan, S., and Zhang, D. (2021)AutoCCAG: An Automated Approach to Constrained Covering Array Generation. In 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE), pp. 201–212.
    AbstractURLBibTeXEndNoteBibSonomy
  • Luo, C., Zhao, P., Qiao, B., Wu, Y., Zhang, H., Wu, W., Lu, W., Dang, Y., Rajmohan, S., Lin, Q., and Zhang, D. (2021)NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms. In Proceedings of the Web Conference 2021, {ACM}.
    URLBibTeXEndNoteBibSonomy
  • Liu, Z., Pavao, A., Xu, Z., Escalera, S., Ferreira, F., Gyon, I., Hong, S., Hutter, F., Ji, R., Junior, J. J., Li, G., Lindauer, M., Luo, Z., Madadi, M., Nierhoff, T., Niu, K., Pan, C., Stoll, D., Treguer, S., Jin, W., Wang, P., Wu, C., Youcheng, X., Zela, A., and Zhang, Y. (2021)Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence 1–18.
    BibTeXEndNoteBibSonomy
  • Nandy, A., Sharma, S., Maddhashiya, S., Sachdeva, K., Goyal, P., and Ganguly, N. (2021)Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based {QA} Framework. In Findings of the Association for Computational Linguistics: {EMNLP} 2021, Association for Computational Linguistics.
    URLBibTeXEndNoteBibSonomy
  • Samanta, B., Agrawal, M., and Ganguly, N. (2021)A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow, pp. 2405–2415, Association for Computational Linguistics.
    AbstractURLBibTeXEndNoteBibSonomy
  • Das, S., Patibandla, H., Bhattacharya, S., Bera, K., Ganguly, N., and Bhattacharya, S. (2021)TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving. In ICCV.
    BibTeXEndNoteBibSonomy
  • Mukherjee, R., Naik, A., Poddar, S., Dasgupta, S., and Ganguly, N. (2021)Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach. In SIGIR 2021.
    AbstractURLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G., and Ostermann, J. (2021)Method for the Coding of Contact Matrix m56622, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Rudolph, M., Wandt, B., and Rosenhahn, B. (2021)Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows. In Winter Conference on Applications of Computer Vision (WACV).
    URLBibTeXEndNoteBibSonomy
  • Voges, J., Hernaez, M., Mattavelli, M., and Ostermann, J. (2021)An Introduction to MPEG-G: The First Open ISO/IEC Standard for the Compression and Exchange of Genomic Sequencing Data, Proceedings of the IEEE 109, 1607–1622.
    URLBibTeXEndNoteBibSonomy
  • Hartmann, F., and Ostermann, J. (2021)Investigation of the Effect of the Flight Path on the Three Dimensional Locatability of Targets. In Synthetic Aperture Radar (APSAR), 2021 IEEE 7th Asia-Pacific Conference.
    BibTeXEndNoteBibSonomy
  • Hachmann, H., Krüger, B., Rosenhahn, B., and Nogueira, W. (2021)Localization Of Cochlear Implant Electrodes From Cone Beam Computed Tomography Using Particle Belief Propagation. In 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pp. 593–597.
    AbstractURLBibTeXEndNoteBibSonomy
  • Moosbauer, J., Herbinger, J., Casalicchio, G., Lindauer, M., and Bischl, B. (2021)Towards Explaining Hyperparameter Optimization via Partial Dependence Plots. In Proceedings of the international workshop on Automated Machine Learning (AutoML) at ICML’21.
    URLBibTeXEndNoteBibSonomy
  • Awiszus, M., Schubert, F., and Rosenhahn, B. (2021)World-GAN: a Generative Model for Minecraft Worlds. In IEEE Conference on Games.
    URLBibTeXEndNoteBibSonomy
  • Kadra, A., Lindauer, M., Hutter, F., and Grabocka, J. (2021)Regularization is all you Need: Simple Neural Nets can Excel on Tabular Data. In Proceedings of the international conference on Neural Information Processing Systems (NeurIPS).
    URLBibTeXEndNoteBibSonomy
  • Eimer, T., Benjamins, C., and Lindauer, M. (2021)Hyperparameters in Contextual RL are Highly Situational. In NeurIPS 2021 Workshop on Ecological Theory of Reinforcement Learning.
    BibTeXEndNoteBibSonomy
  • Eimer, T., Biedenkapp, A., Hutter, F., and Lindauer, M. (2021)Self-Paced Context Evaluation for Contextual Reinforcement Learning. In Proceedings of the international conference on machine learning (ICML).
    URLBibTeXEndNoteBibSonomy
  • Biedenkapp, A., Rajan, R., Hutter, F., and Lindauer, M. (2021)TempoRL: Learning When to Act. In Proceedings of the international conference on machine learning (ICML).
    URLBibTeXEndNoteBibSonomy
  • Hartmann, F., Sommer, A., Pestel-Schiller, U., and Osterman, J. (2021)A scheme for stabilizing the image generation for VideoSAR. In 13th European Conference on Synthetic Aperture Radar.
    BibTeXEndNoteBibSonomy
  • Zimmer, L., Lindauer, M., and Hutter, F. (2021)Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL, IEEE Transactions on Pattern Analysis and Machine Intelligence 43, 3079–3090.
    URLBibTeXEndNoteBibSonomy
  • Kabongo, S., D’Souza, J., and Auer, S. (2021)Automated Mining of Leaderboards for Empirical {AI} Research, springer, International Conference on Asian Digital Libraries ICADL 2021: Towards Open and Trustworthy Digital Societies, 453–470.
    AbstractURLBibTeXEndNoteBibSonomy
  • Decker, M., Lammens, T., Ferster, A., Erlacher, M., Yoshimi, A., Niemeyer, C. M., Ernst, M. P. T., Raaijmakers, M. H. G. P., Duployez, N., Flaum, A., Steinemann, D., Schlegelberger, B., Illig, T., and Ripperger, T. (2021)Functional classification of RUNX1 variants in familial platelet disorder with associated myeloid malignancies, Leukemia.
    BibTeXEndNoteBibSonomy
  • Chouvarine, P., Anti{{{\’c}}}, {\v{Z}}eljko, Lentes, J., Schröder, C., Alten, J., Brüggemann, M., de Santa Pau, E. C., Illig, T., Laguna, T., Schewe, D., Stanulla, M., Tang, M., Zimmermann, M., Schrappe, M., Schlegelberger, B., Cario, G., and Bergmann, A. K. (2021)Transcriptional and Mutational Profiling of B-Other Acute Lymphoblastic Leukemia for Improved Diagnostics, Cancers, {MDPI} {AG} 13, 5653.
    URLBibTeXEndNoteBibSonomy
  • Booth, A., Reed, A. B., Ponzo, S., Yassaee, A., Aral, M., Plans, D., Labrique, A., and Mohan, D. (2021)Population risk factors for severe disease and mortality in COVID-19: A global systematic review and meta-analysis, PLOS ONE, Public Library of Science 16, 1–30.
    AbstractURLBibTeXEndNoteBibSonomy
  • Tan, D. W., Gilani, S. Z., Boutrus, M., Alvares, G. A., Whitehouse, A. J., Mian, A., Suter, D., and Maybery, M. T. (2021)Facial asymmetry in parents of children on the autism spectrum, Autism Research.
    BibTeXEndNoteBibSonomy
  • Ghosh, S., Ganguly, N., Mitra, B., and De, P. (2021)Designing an Experience Sampling Method for Smartphone Based Emotion Detection, IEEE Transactions on Affective Computing 12, 913–927.
    AbstractBibTeXEndNoteBibSonomy
  • Roy, S., Chakraborty, S., Mandal, A., Balde, G., Sharma, P., Natarajan, A., Khosla, M., Sural, S., and Ganguly, N. (2021)Knowledge-Aware Neural Networks for Medical Forum Question Classification. In Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp. 3398–3402, Association for Computing Machinery, New York, NY, USA.
    AbstractURLBibTeXEndNoteBibSonomy
  • Singh, J., Wang, Z., Khosla, M., and Anand, A. (2021)Extracting per Query Valid Explanations for Blackbox Learning-to-Rank Models. In International Conference on the Theory of Information Retrieval.
    BibTeXEndNoteBibSonomy
  • Moosbauer, J., Herbinger, J., Casalicchio, G., Lindauer, M., and Bischl, B. (2021)Explaining Hyperparameter Optimization via Partial Dependence Plots. In Proceedings of the international conference on Neural Information Processing Systems (NeurIPS).
    BibTeXEndNoteBibSonomy
  • Zhao, B., van der Aa, H., Nguyen, T. T., Nguyen, Q. V. H., and Weidlich, M. (2021){EIRES}: Efficient Integration of Remote Data in Event Stream Processing. In Proceedings of the 2021 International Conference on Management of Data, {ACM}.
    AbstractURLBibTeXEndNoteBibSonomy
  • Hinrichs, R., Gajecki, T., Ostermann, J., and Nogueira, W. (2021)A subjective and objective evaluation of a codec for the electrical stimulation patterns of cochlear implants, Journal of the Acoustic Society of America.
    BibTeXEndNoteBibSonomy
  • Perez-Liebana, D., Guerrero-Romero, C., Dockhorn, A., Xu, L., Hurtado, J., and Jeurissen, D. (2021)Generating Diverse and Competitive Play-Styles for Strategy Games. In 2021 IEEE Conference on Games (CoG), pp. 1–8.
    URLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G., and Ostermann, J. (2021)Efficient Coding of Contact Matrices m57789, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Apeldoorn, D., and Dockhorn, A. (2021)Exception-Tolerant Hierarchical Knowledge Bases for Forward Model Learning, IEEE Transactions on Games 13, 249–262.
    URLBibTeXEndNoteBibSonomy

2020

  • Krause, L., Koc, J., Rosenhahn, B., and Rosenhahn, A. (2020)Fully Convolutional Neural Network for Detection and Counting of Diatoms on Coatings after Short-Term Field Exposure, Environmental Science and Technology 54, 10022–10030.
    URLBibTeXEndNoteBibSonomy
  • Dockhorn, A., and Kruse, R. (2020)Predicting Cards Using a Fuzzy Multiset Clustering of Decks, International Journal of Computational Intelligence Systems (IJCIS) 13, 1207–1217.
    URLBibTeXEndNoteBibSonomy
  • Ackermann, H., Meuel, H., Rosenhahn, B., and Ostermann, J. (2020)Verfahren und Vorrichtung zum Aufnehmen eines Digitalbildes 1–12.
    URLBibTeXEndNoteBibSonomy
  • Zimmer, L., Lindauer, M., and Hutter, F. (2020)Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL. In arxiv:2006.13799[cs.LG].
    URLBibTeXEndNoteBibSonomy
  • Wallat, J., Singh, J., and Anand, A. (2020)BERTnesia: Investigating the capture and forgetting of knowledge in BERT. In Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2020, Online, November 2020 (Alishahi, A., Belinkov, Y., Chrupala, G., Hupkes, D., Pinter, Y., and Sajjad, H., Eds.), pp. 174–183, Association for Computational Linguistics.
    URLBibTeXEndNoteBibSonomy
  • Cong, Y., Ackermann, H., Liao, W., Yang, M. Y., and Rosenhahn, B. (2020)NODIS: Neural Ordinary Differential Scene Understanding. In European Conference on Computer Vision (ECCV).
    URLBibTeXEndNoteBibSonomy
  • Hu, T., Iosifidis, V., Liao, W., Zhang, H., Yang, M. Y., Ntoutsi, E., and Rosenhahn, B. (2020)FairNN - Conjoint Learning of Fair Representations for Fair Decisions.. In Discovery Science, pp. 581–595, Springer International Publishing.
    URLBibTeXEndNoteBibSonomy
  • Hornakova*, A., Henschel*, R., Rosenhahn, B., Swoboda, P., and equal contribution), (*. (2020)Lifted Disjoint Paths with Application in Multiple Object Tracking, Proceedings of the 37th International Conference on Machine Learning (ICML).
    URLBibTeXEndNoteBibSonomy
  • Samayoa, Y., and Ostermann, J. (2020)Modified Active Constellation Extension Algorithm for PAPR Reduction in OFDM Systems. In 2020 Wireless Telecommunications Symposium (WTS), p. 5.
    BibTeXEndNoteBibSonomy
  • Rudolph, M., Wandt, B., and Rosenhahn, B. (2020, August)Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows..
    AbstractURLBibTeXEndNoteBibSonomy
  • Meuel, H., and Ostermann, J. (2020)Analysis of Affine Motion-Compensated Prediction in Video Coding, IEEE Transactions on Image Processing 29, 7359–7374.
    URLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G., Rohlfing, C., Voges, J., and Ostermann, J. (2020)Method for the coding of genotype likelihood of variant m55356, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Sen, H., Wentong, L., Tavakoli, H. R., Yang, M. Y., Rosenhahn, B., and Pugeault, N. (2020)Image Captioning through Image Transformer. In Asian Conference on Computer Vision (ACCV).
    BibTeXEndNoteBibSonomy
  • Hartmann, F., Sommer, A., Pestel-Schiller, U., and Osterman, J. (2020)A scheme for stabilizing the image generation for VideoSAR. In 13th European Conference on Synthetic Aperture Radar.
    BibTeXEndNoteBibSonomy
  • Liu, Z., Pavao, A., Xu, Z., Escalera, S., Ferreira, F., Guyon, I., Hong, S., Hutter, F., Ji, R., Jacques, J., Li, G., Lindauer, M., Luo, Z., Madadi, M., Nierhoff, T., Niu, K., Pan, C., Stoll, D., Treguer, S., Wang, J., Wang, P., Wu, C., Xiong, Y., Zela, A., and Zhang, Y. (2020)Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019. In HAL.
    URLBibTeXEndNoteBibSonomy
  • Gaina, R. D., Balla, M., Dockhorn, A., Montoliu, R., and Perez liebana, D. (2020)TAG : A Tabletop Games Framework. In Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020); CEUR Workshop Proceedings (2020), pp. 1–7.
    URLBibTeXEndNoteBibSonomy
  • Voges, J., Paridaens, T., M{ü}ntefering, F., Mainzer, L. S., Bliss, B., Yang, M., Ochoa, I., Fostier, J., Ostermann, J., and Hernaez, M. (2020)GABAC: an arithmetic coding solution for genomic data, Bioinformatics 36, 2275–2277.
    URLBibTeXEndNoteBibSonomy
  • Awiszus, M., Schubert, F., and Rosenhahn, B. (2020, October)TOAD-GAN: Coherent Style Level Generation from a Single Example.
    AbstractURLBibTeXEndNoteBibSonomy
  • Perez-Liebana, D., Dockhorn, A., Grueso, J. H., and Jeurissen, D. (2020)The Design Of “Stratega”: A General Strategy Games Framework, arXiv:2009.05643 1–7.
    URLBibTeXEndNoteBibSonomy
  • Gebauer, C., and Bennewitz, M. (2020)Penalized Bootstrapping for Reinforcement Learning in Robot Control. In International Conference on Machine Learning and Applications (CMLA).
    BibTeXEndNoteBibSonomy
  • Luo, C., Zhao, P., Chen, C., Qiao, B., Du, C., Zhang, H., Wu, W., Cai, S., He, B., Rajmohan, S., and Lin, Q. (2020)PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector. In , pp. 8784–8792.
    AbstractURLBibTeXEndNoteBibSonomy
  • Cheng, H., Liao, W., Ying, Y. M., Sester, M., and Rosenhahn, B. (2020)MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic. In 23rd International Conference on Intelligent Transportation Systems (ITSC).
    BibTeXEndNoteBibSonomy
  • Wallat, J., Singh, J., and Anand, A. (2020)BERTnesia: Investigating the capture and forgetting of knowledge in BERT.. In Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, pp. 174–183, Association for Computational Linguistics, Online.
    AbstractURLBibTeXEndNoteBibSonomy
  • Krause, T., and Ostermann, J. (2020)Damage Detection for Wind Turbine Rotor Blades Using Airborne Sound, Structural Control and Health Monitoring.
    URLBibTeXEndNoteBibSonomy
  • Zell, P., Rosenhahn, B., and Wandt, B. (2020)Weakly-supervised Learning of Human Dynamics. In European Conference on Computer Vision (ECCV).
    URLBibTeXEndNoteBibSonomy
  • Adhisantoso, Y. G., Rohlfing, C., Voges, J., and Ostermann, J. (2020)Extension to method for the coding of genomic variants m55355, ISO/IEC JTC 1/SC 29/WG 8.
    BibTeXEndNoteBibSonomy
  • Eimer, T., Biedenkapp, A., Hutter, F., and Lindauer, M. (2020)Towards Self-Paced Context Evaluations for Contextual Reinforcement Learning. In Workshop on Inductive Biases, Invariances and Generalization in Reinforcement Learning (BIG@ICML’20).
    BibTeXEndNoteBibSonomy
  • Kluger, F., Brachmann, E., Ackermann, H., Rother, C., Yang, M. Y., and Rosenhahn, B. (2020)CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus. In Computer Vision and Pattern Recognition (CVPR).
    URLBibTeXEndNoteBibSonomy
  • Benjak, M., and Ostermann, J. (2020)Applications suitable for AI-based data compression, 1st Meeting of ISO/IEC JTC 1/SC 29/WG 2 Document m55424.
    BibTeXEndNoteBibSonomy
  • {Fayyazifar}, N., {Ahderom}, S., {Suter}, D., {Maiorana}, A., and {Dwivedi}, G. (2020)Impact of Neural Architecture Design on Cardiac Abnormality Classification Using 12-lead ECG Signals. In 2020 Computing in Cardiology, pp. 1–4.
    BibTeXEndNoteBibSonomy
  • Shala, G., Biedenkapp, A., Awad, N., Adriaensen, S., Lindauer, M., and Hutter, F. (2020)Learning Step-Size Adaptation in CMA-ES. In Proceedings of the Sixteenth International Conference on Parallel Problem Solving from Nature ({PPSN}’20).
    URLBibTeXEndNoteBibSonomy
  • Gritzner, D., and Ostermann, J. (2020)USING SEMANTICALLY PAIRED IMAGES TO IMPROVE DOMAIN ADAPTATION FOR THE SEMANTIC SEGMENTATION OF AERIAL IMAGES, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences 483–492.
    URLBibTeXEndNoteBibSonomy
  • Kluger, F., Ackermann, H., Yang, M. Y., and Rosenhahn, B. (2020)Temporally Consistent Horizon Lines. In International Conference on Robotics and Automation (ICRA).
    URLBibTeXEndNoteBibSonomy
  • Ostermann, J., and Hinrichs, R. (2020)Links und rechts verbinden, Unimagazin.
    URLBibTeXEndNoteBibSonomy
  • Gaina, R. D., Balla, M., Dockhorn, A., Montoliu, R., and Perez-Liebana, D. (2020)Design and Implementation of TAG: A Tabletop Games Framework., arXiv:2009.12065.
    URLBibTeXEndNoteBibSonomy
  • Dockhorn, A., and Lucas, S. (2020)Local Forward Model Learning for GVGAI Games. In IEEE Conference on Computational Intelligence and Games, CIG, pp. 716–723.
    URLBibTeXEndNoteBibSonomy
  • Eggensperger, K., Haase, K., M{ü}ller, P., Lindauer, M., and Hutter, F. (2020)Neural Model-based Optimization with Right-Censored Observations. In CoRR.
    URLBibTeXEndNoteBibSonomy
  • Speck, D., Biedenkapp, A., Hutter, F., Mattm{ü}ller, R., and Lindauer, M. (2020)Learning Heuristic Selection with Dynamic Algorithm Configuration. In Proceedings of international workshop on Bridging the Gap Between AI Planning and Reinforcement Learning at ICAPS.
    URLBibTeXEndNoteBibSonomy
  • Reinders, C., and Rosenhahn, B. (2020)Neuronale Netze: Angriffe und Verteidigung - Ich sehe was, was du nicht siehst, iX Developer 2020 – Machine Learning 2.0.
    BibTeXEndNoteBibSonomy
  • S{ü}dbeck, S., Krause, T., and Ostermann, J. (2020)Non-Line-of-Sight Time-Difference-of-Arrival Localization with Explicit Inclusion of Geometry Information in a Simple Diffraction Scenario. In IEEE MMSP 2020 - IEEE International Workshop on Multimedia Signal Processing.
    BibTeXEndNoteBibSonomy
  • Scheffner, I., Gietzelt, M., Abeling, T., Marschollek, M., and Gwinner, W. (2020)Patient Survival After Kidney Transplantation: Important Role of Graft-sustaining Factors as Determined by Predictive Modeling Using Random Survival Forest Analysis, Transplantation 104, 1095–1107.
    AbstractBibTeXEndNoteBibSonomy
  • Liao, W., Cheng, X., Yang, J., Roth, S., Goesele, M., Yang, M. Y., and Rosenhahn, B. (2020)LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery. In XXIV ISPRS Congress, p. 8.
    BibTeXEndNoteBibSonomy
  • Dockhorn, A., Saxton, C., and Kruse, R. (2020)Association Rule Mining for Unknown Video Games, Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications 257–270.
    URLBibTeXEndNoteBibSonomy
  • Hu, T., Iosifidis, V., Wentong, L., Hang, Z., Yang, M. Y., Ntoutsi, E., and Rosenhahn, B. (2020)FairNN - Conjoint Learning of Fair Representations for Fair Decisions. In 23rd International Conference on Discovery Science.
    BibTeXEndNoteBibSonomy
  • Dockhorn, A. (2020)Dissertation: Prediction-based Search for Autonomous Game-Playing, Otto von Guericke University Magdeburg 1–231.
    URLBibTeXEndNoteBibSonomy
  • Sen, H., Wentong, L., Rezazadegan Tavakoli, H., Ying Yang, M., Rosenhahn, B., and Pugeault, N. (2020)Image Captioning through Image Transformer. In .
    BibTeXEndNoteBibSonomy
  • Samayoa, Y., and Ostermann, J. (2020)Parameter Selection for a Video Communication System based on HEVC and Channel Coding. In IEEE Latin-American Conference on Communications (LATINCOM 2020), p. 5.
    BibTeXEndNoteBibSonomy
  • Feurer, M., Eggensperger, K., Falkner, S., Lindauer, M., and Hutter, F. (2020)Auto-Sklearn 2.0: The Next Generation. In arXiv:2007.04074 [cs.LG].
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  • Awiszus, M., Schubert, F., and Rosenhahn, B. (2020)TOAD-GAN: Coherent Style Level Generation from a Single Example. In AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment Best Student Paper Award.
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  • Henschel, R., von Marcard, T., and Rosenhahn, B. (2020)Accurate Long-Term Multiple People Tracking using Video and Body-Worn IMUs, IEEE Transactions on Image Processing.
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  • Denkena, B., Dittrich, M., Lindauer, M., Mainka, and St{ü}renburg, L. (2020)Using AutoML to Optimize Shape Error Prediction in Milling Processes. In Proceedings of 20th Machining Innovations Conference for Aerospace Industry (MIC).
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  • Kuhnke, F., Rumberg, L., and Ostermann, J. (2020)Two-Stream Aural-Visual Affect Analysis in the Wild. In 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), pp. 366–371.
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  • Awad, N., Shala, G., Deng, D., Mallik, N., Feurer, M., Eggensperger, K., Biedenkapp, A., Vermetten, D., Wang, H., Carola, D., Lindauer, M., and Hutter, F. (2020)Squirrel: A Switching Hyperparameter Optimizer, arxiv.
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  • Tan, D., Maybery, M., Gilani, S. Z., Alvares, G., Mian, A., Suter, D., and Whitehouse, A. (2020)A broad autism phenotype expressed in facial morphology, Translational Psychiatry 10.
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  • Pestel-Schiller, U., and Ostermann, J. (2020)Interpreter-Based Evaluation of Compressed SAR Images Using JPEG and HEVC Intra Coding: Compression Can Improve Usability. In 13th European Conference on Synthetic Aperture Radar.
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  • Minh, C. N. D., Gilani, S. Z., Islam, S., and Suter, D. (2020)Learning Affordance Segmentation: An Investigative Study. In DICTA2020.
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  • Dockhorn, A., Grueso, J. H., Jeurissen, D., and Perez-Liebana, D. (2020)“Stratega”: A General Strategy Games Framework. In Joint Proceedings of the AIIDE 2020 Workshops co-located with 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2020); Artificial Intelligence for Strategy Games, pp. 1–7.
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  • Biedenkapp, A., Rajan, R., Hutter, F., and Lindauer, M. (2020)Towards TempoRL: Learning When to Act. In Workshop on Inductive Biases, Invariances and Generalization in Reinforcement Learning (BIG@ICML’20).
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  • Dockhorn, A. (2020)Vorhersagebasierte Suche f{ü}r autonomes Spielen, pp. 69–78, GI.
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  • Wulff, A., Mast, M., Hassler, M., Montag, S., Marschollek, M., and Jack, T. (2020)Designing an openEHR-Based Pipeline for Extracting and Standardizing Unstructured Clinical Data Using Natural Language Processing, Methods Inf Med 59, e64-e78.
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  • Dockhorn, A., and Kruse, R. (2020)Forward Model Learning for Motion Control Tasks. In 2020 IEEE 10th International Conference on Intelligent Systems (IS), pp. 1–5.
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  • Gra{{\"s}}hof, S., Ackermann, H., Brandt, S., and Ostermann, J. (2020)Multilinear Modelling of Faces and Expressions, Transactions on Pattern Analysis and Machine Intelligence (TPAMI).
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  • J{ü}rgens, H., Hinrichs, R., and Ostermann, J. (2020)Recognizing Guitar Effects and Their Parameter Settings. In Proceedings of the DAFx2020 (Vol I).
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  • Souza, A., Nardi, L., Oliveira, L., Olukotun, K., Lindauer, M., and Hutter, F. (2020)Prior-guided Bayesian Optimization. In arxiv:2006.14608[cs.LG].
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2019

  • Dengel, R., Woiwode, D., Florsch{ü}tz, N., Huber, V., Muller, T., von Pichowski, J., Rabinowitsch, A., Scholz, S., Sch{ü}lein, H., Steinweg, E., Stippel, B., St{ö}ferle, P., Wittekind, I., Wizemann, O., Zaft, A., Zembrot, L., and Griebenow, K. (2019)QUEST ON BEXUS 27. In 24th ESA Symposium on European Rocket \& Balloon Programmes and Related.
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  • Dockhorn, A., and Mostaghim, S. (2019)Introducing the Hearthstone-AI Competition, arXiv:1906.04238 1–4.
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  • Dockhorn, A., Lucas, S. M., Volz, V., Bravi, I., Gaina, R. D., and Perez-Liebana, D. (2019)Learning Local Forward Models on Unforgiving Games. In 2019 IEEE Conference on Games (CoG).
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  • Dockhorn, A., Schwensfeier, T., and Kruse, R. (2019)Fuzzy Multiset Clustering for Metagame Analysis. In Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), pp. 536–543.
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  • Lucas, S. M., Alexander, Dockhorn, V., Gaina, R. D., Bravi, I., Perez-Liebana, D., Mostaghim, S., and Kruse, R. (2019)A Local Approach to Forward Model Learning: Results on the Game of Life Game. In 2019 IEEE Conference on Games (CoG), pp. 1–8.
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  • Wilbers, D., Rumberg, L., and Stachniss, C. (2019)Approximating marginalization with sparse global priors for sliding window SLAM-graphs.. In 2019 Third IEEE International Conference on Robotic Computing (IRC), pp. 25–31.
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  • Ostermann, J., Denkena, B., Bergmann, B., Schmidt, A., Krause, T., and Voges, J. (2019)Compression of Machine Tool Data, ISO/IEC JTC1/SC29/WG11.
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2018

  • Dockhorn, A., and Apeldoorn, D. (2018)Forward Model Approximation for General Video Game Learning. In Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games (CIG’18), pp. 425–432.
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  • Dockhorn, A., and Kruse, R. (2018)Detecting Sensor Dependencies for Building Complementary Model Ensembles. In Proceedings of the 28. Workshop Computational Intelligence, Dortmund, 29.-30. November 2018, pp. 217–234.
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  • Sabsch, T., Braune, C., Dockhorn, A., and Kruse, R. (2018)Using a multiobjective genetic algorithm for curve approximation. In 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings, pp. 1–6.
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  • Dockhorn, A., Frick, M., Akkaya, {Ü}nal, and Kruse, R. (2018)Predicting Opponent Moves for Improving Hearthstone AI. In 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018, pp. 621–632.
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  • Waltermann, C., Bethmann, K., Doering, A., Jjang, Y., Baumann, A. L., Anglemahr, M., and Schade, W. (2018)Multiple off-axis fiber Bragg gratings for 3D shape sensing, Applied Optics.
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  • Pichler, E., Bethmann, K., Kelb, C., and Schade, W. (2018)Rapid prototyping of all-polymer AWGs for FBG readout using direct laser lithography, Optics Letters.
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  • Dockhorn, A., Tippelt, T., and Kruse, R. (2018)Model Decomposition for Forward Model Approximation. In 2018 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1751–1757.
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2017

  • Dockhorn, A., Doell, C., Hewelt, M., and Kruse, R. (2017)A decision heuristic for Monte Carlo tree search doppelkopf agents. In 2017 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1–8.
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  • Dockhorn, A., and Kruse, R. (2017)Combining cooperative and adversarial coevolution in the context of pac-man. In 2017 IEEE Conference on Computational Intelligence and Games, CIG 2017, pp. 60–67.
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2016

  • Orighici, R., Bethmann, K., Zywietz, U., Reinhard, C., and Schade, W. (2016)All-polymer arrayed waveguide gratings at 850 nm: design, fabrication and characterization, Optics Letters.
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  • Dockhorn, A., Braune, C., and Kruse, R. (2016)Variable density based clustering. In 2016 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1–8.
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2015

  • Waltermann, C., Baumann, A. L., Bethmann, K., Doering, A., Koch, J., Angelmahr, m., and Schade, W. (2015)Femtosecond laser processing of evanescence field coupled waveguides in single mode glass fibers for optical 3D shape sensing and navigation. In Fiber Optic Sensors and Applications.
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  • Pichler, E., Bethmann, K., Zywietz, U., Reinhard, C., Spad, C., Gleissner, U., Kelb, C., Roth, B., Willer, U., and Schade, W. (2015)Ring resonators in polymer foils for sensing of gaseous species. In Fiber Optic Sensors and Applications.
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  • Held, P., Dockhorn, A., Krause, B., and Kruse, R. (2015)Clustering Social Networks Using Competing Ant Hives. In 2015 Second European Network Intelligence Conference, pp. 67–74.
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  • Bethmann, K., Orghici, R., Pichler, E., Zywietz, U., Reinhard, C., Schmidt, T., Gleissner, U., Kelb, C., Roth, B., Willer, U., and Schade, W. (2015)New design for a wavelength demultiplexing device. In Fiber Optic Sensors and Applications.
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  • Dockhorn, A., Braune, C., and Kruse, R. (2015)An Alternating Optimization Approach based on Hierarchical Adaptations of DBSCAN. In 2015 IEEE Symposium Series on Computational Intelligence (SSCI), pp. 749–755.
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  • Dockhorn, A. (2015)Master Thesis: Hierarchical Extensions and Cluster Validation Techniques for DBSCAN, Otto von Guericke University Magdeburg 1–80.
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  • Held, P., Dockhorn, A., and Kruse, R. (2015)On Merging and Dividing Social Graphs, Journal of Artificial Intelligence and Soft Computing Research 5, 23–49.
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2014

  • Dockhorn, A. (2014)Bachelor Thesis: Computergest{ü}tzte Analyse onkologischer Daten mithilfe Graphischer Modelle, Otto von Guericke University of Magdeburg 1–80.
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  • Held, P., Dockhorn, A., and Kruse, R. (2014)On Merging and Dividing of Barabasi-Albert-graphs. In 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS).
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  • Held, P., Dockhorn, A., and Kruse, R. (2014)Generating Events for Dynamic Social Network Simulations. In Information Processing and Management of Uncertainty in Knowledge-Based Systems, pp. 46–55.
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