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Publikationen

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  1. Niharika Hegde; Shishir Muralidhara; René Schuster; Didier Stricker

    Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation

    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.

  2. Shishir Muralidhara; René Schuster; Didier Stricker

    Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions

    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.

  3. Shishir Muralidhara; Didier Stricker; René Schuster

    CLoRA: Parameter-Efficient Continual Learning with Low-Rank Adaptation

    In: Proceedings of Machine Learning Research (PMLR). Conference on Lifelong Learning Agents (CoLLAs-2025), August 11-14, Philadelphia, PA, USA, PMLR, 2025.

  4. Ahmed Tawfik Aboukhadra; Jameel Malik; Nadia Robertini; Ahmed Elhayek; Didier Stricker

    ShapeGraFormer: GraFormer-Based Network for Hand-Object Reconstruction From a Single Depth Map

    In: IEEE Access (IEEE), Vol. 12, Pages 124021-124031, IEEE, 8/2024.

  5. Ramy Battrawy; René Schuster; Didier Stricker

    RMS-FlowNet++: Efficient and Robust Multi-Scale Scene Flow Estimation for Large-Scale Point Clouds

    In: International Journal of Computer Vision (IJCV), Vol. 132, Pages 01-22, Springer, 5/2024.

  6. Simon Häring; Sophie Folawiyo; Mariia Podguzova; Stephan Krauß; Didier Stricker

    Vid2Cuts: A Framework for Enabling AI-Guided Grapevine Pruning

    In: IEEE Access (IEEE), Vol. 12, Pages 5814-5836, IEEE, 1/2024.

  7. Shishir Muralidhara; Sravan Kumar Jagadeesh; René Schuster; Didier Stricker

    JPPF: Multi-task Fusion for Consistent Panoptic-Part Segmentation

    In: SN Computer Science (SNCS), Vol. 5, Pages 0-16, Springer, 2024.

  8. David Michael Fürst; Rahul Jakkamsetty; René Schuster; Didier Stricker

    Learned Fusion: 3D Object Detection using Calibration-Free Transformer Feature Fusion

    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.

  9. Katharina Bendig; René Schuster; Didier Stricker

    ShapeAug: Occlusion Augmentation for Event Camera Data

    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.

  10. Ahmed Alghoul; Mhd Rashed Al Koutayni; Ramy Battrawy; Didier Stricker; Wesam Ashour

    MSDE: Multi-Scale Disparity Estimation Model From Stereo Images

    In: Journal of Autonomous Intelligence, Vol. 7, Pages 1-15, Frontier Scientific Publishing, 2024.