Publications

Towards Adaptive Neuromorphic Sensing based on Active Efficient Coding
Quentin Halbach, Vibhu Kaushik, Aheli Saha, Nguyen H. P. Nguyen, Arne Roennau, Chiara Bartolozzi, Alessio Franci, Elisabetta Chicca, René Schuster, Claudia Lenk,
International Workshop on Active Inference (IWAI), 2026.
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Sequence-SOD: Bio-inspired Sequence-aware Spiking ObjectDetection for Event Cameras
Katharina Bendig, René Schuster, Didier Stricker,
In: Cognitive Computation, Vol. 18, Springer Nature, 2026.
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Bounding Box Label Propagation for Re-Annotation of Document Layout Analysis Datasets
Nick Jochum, Tobias Alt-Veit, Christian Schön, Alexander Lück, René Schuster, Didier Stricker,
In: International Conference on Document Analysis and Recognition. International Conference on Document Analysis and Recognition (ICDAR-2026), August 30 - September 4, Vienna, Austria, Springer, 2026.
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MILE: Mixture of Incremental LoRA Experts for Continual Semantic Segmentation across Domains and Modalities
Shishir Muralidhara, Didier Stricker, René Schuster,
In: International Conference on Pattern Recognition. International Conference on Pattern Recognition (ICPR), 28th International Conference on Pattern Recognition, August 17-22, Lyon, France, IEEE, 2026.
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SF3D-RGB: Scene Flow Estimation from Monocular Camera and Sparse LiDAR
Rajai Alhimdiat, Ramy Battrawy, René Schuster, Didier Stricker, Wesam Ashour,
In: Proceedings of the 2026 Computer Vision Conference (CVC). Computer Vision Conference (CVC-2026), May 21-22, Amsterdam, Netherlands, Springer, 5/2026.
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LiREC-Net: A Target-Free and Learning-Based Network for LiDAR, RGB, and Event Calibration
Aditya Ranjan Dash, Ramy Battrawy, René Schuster, Didier Stricker,
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2026), Computer Vision and Pattern Recognition, located at IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 3-7, Denver, Colorado, USA, Computer Vision Foundation (CVF) and IEEE, 2026.
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Sensor Generalization for Adaptive Sensing in Event-based Object Detection via Joint Distribution Training
Aheli Saha, René Schuster, Didier Stricker,
In: Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2026), 15th International Conference on Pattern Recognition Applications and Methods, March 2-4, Marbella, Spain, Pages 113-124, ISBN 978-989-758-797-9, Scitepress, 2026.
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SAILS: Segment Anything with Incrementally Learned Semantics for Task-Invariant and Training-Free Continual Learning
Shishir Muralidhara, Didier Stricker, René Schuster,
In: IEEE Conference on Artificial Intelligence. IEEE Conference on Artificial Intelligence (CAI-2026), May 8-10, Granada, Spain, IEEE, 2026.
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CLoRA: Parameter-Efficient Continual Learning with Low-Rank Adaptation
Shishir Muralidhara, Didier Stricker, René Schuster,
In: Proceedings of Machine Learning Research (PMLR). Conference on Lifelong Learning Agents (CoLLAs-2025), August 11-14, Philadelphia, PA, USA, PMLR, 2025.
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A Controller for Adaptive Neuromorphic Sensing using Active Efficient Coding
Aheli Saha, Didier Stricker, René Schuster,
In: Proceedings of the International Workshop on Reliable and Sustainable Neuromorphic Hardware. International Workshop on Reliable and Sustainable Neuromorphic Hardware, May 28-30, York, United Kingdom, 2025.
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Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions
Shishir Muralidhara, René Schuster, Didier Stricker,
In: Proceedings of the International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2025), February 23-25, Porto, Portugal, Scitepress, 2025.
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Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation
Niharika Hegde, Shishir Muralidhara, René Schuster, Didier Stricker,
In: IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 4, Tucson, AZ, USA, IEEE, 2025.
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AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy
Katharina Bendig, René Schuster, Nicole Thiemer, Karen Joisten, Didier Stricker,
In: IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 4, Tucson, AZ, USA, Institute of Electrical and Electronics Engineers (IEEE), 2025.
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ShapeAug++: More Realistic Shape Augmentation for Event Data
Katharina Bendig, René Schuster, Didier Stricker,
In: ArXiv e-prints (arxiv), Vol. 2409, No. 11075, Pages 1-11, arXiv, 2024.
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CLEO: Continual Learning of Evolving Ontologies
Shishir Muralidhara, Saqib Bukhari, Georg Schneider, Didier Stricker, René Schuster,
In: European Conference on Computer Vision. European Conference on Computer Vision (ECCV-2024), September 29 - October 4, Mailand, Germany, Springer, 2024.
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RMS-FlowNet++: Efficient and Robust Multi-Scale Scene Flow Estimation for Large-Scale Point Clouds
Ramy Battrawy, René Schuster, Didier Stricker,
In: International Journal of Computer Vision (IJCV), Vol. 132, Pages 01-22, Springer, 5/2024.
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ShapeAug: Occlusion Augmentation for Event Camera Data
Katharina Bendig, René Schuster, Didier Stricker,
In: International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2024), February 24-26, Rome, Italy, SCITEPRESS, 2024.
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Learned Fusion: 3D Object Detection using Calibration-Free Transformer Feature Fusion
David Michael Fürst, Rahul Jakkamsetty, René Schuster, Didier Stricker,
In: Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2024), February 24-26, Rome, Italy, SCITEPRESS, 2024.
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JPPF: Multi-task Fusion for Consistent Panoptic-Part Segmentation
Shishir Muralidhara, Sravan Kumar Jagadeesh, René Schuster, Didier Stricker,
In: SN Computer Science (SNCS), Vol. 5, Pages 0-16, Springer, 2024.
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EgoFlowNet: Non-Rigid Scene Flow from Point Clouds with Ego-Motion Support
Ramy Battrawy, René Schuster, Didier Stricker,
In: British Machine Vision Conference. British Machine Vision Conference (BMVC-2023), located at The 34th British Machine Vision Conference, November 20-24, Aberdeen, Scotland, United Kingdom, BMVA, 2023.
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