Inverse reinforcement learning of behavioral models for online-adapting navigation strategies. - Michael Herman; Volker Fischer 003; Tobias Gindele; Wolfram Burgard (ICRA, 2015)

Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks. - Jörg Wagner; Volker Fischer 003; Michael Herman; Sven Behnke (ESANN, 2016)

Learning Semantic Prediction using Pretrained Deep Feedforward Networks. - Jörg Wagner; Volker Fischer 003; Michael Herman; Sven Behnke (ESANN, 2017)

Universal Adversarial Perturbations Against Semantic Image Segmentation. - Jan Hendrik Metzen; Mummadi Chaithanya Kumar; Thomas Brox; Volker Fischer 003 (ICCV, 2017)

Adversarial Examples for Semantic Image Segmentation. - Volker Fischer 003; Mummadi Chaithanya Kumar; Jan Hendrik Metzen; Thomas Brox (ICLR (Workshop), 2017)

On Detecting Adversarial Perturbations. - Jan Hendrik Metzen; Tim Genewein; Volker Fischer 003; Bastian Bischoff (ICLR (Poster), 2017)

Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation. - Jörg Wagner; Volker Fischer 003; Michael Herman; Sven Behnke (BMVC, 2018)

Hierarchical Recurrent Filtering for Fully Convolutional DenseNets. - Jörg Wagner; Volker Fischer 003; Michael Herman; Sven Behnke (ESANN, 2018)

The streaming rollout of deep networks - towards fully model-parallel execution. - Volker Fischer 003; Jan Köhler; Thomas Pfeil (NeurIPS, 2018)

Group Pruning Using a Bounded-ℓp Norm for Group Gating and Regularization. - Chaithanya Kumar Mummadi; Tim Genewein; Dan Zhang 003; Thomas Brox; Volker Fischer 003 (GCPR, 2019)

Short-Term Prediction and Multi-Camera Fusion on Semantic Grids. - Lukas Hoyer; Patrick Kesper; Anna Khoreva; Volker Fischer 003 (ICCV Workshops, 2019)

Grid Saliency for Context Explanations of Semantic Segmentation. - Lukas Hoyer; Mauricio Munoz; Prateek Katiyar; Anna Khoreva; Volker Fischer 003 (NeurIPS, 2019)

Short-Term Prediction and Multi-Camera Fusion on Semantic Grids. - Lukas Hoyer; Patrick Kesper; Volker Fischer 003 (CoRR, 2019)

Group Pruning using a Bounded-Lp norm for Group Gating and Regularization. - Chaithanya Kumar Mummadi; Tim Genewein; Dan Zhang 003; Thomas Brox; Volker Fischer 003 (CoRR, 2019)

SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks. - Fabian Fuchs; Daniel E. Worrall; Volker Fischer 003; Max Welling (NeurIPS, 2020)

Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors. - Jan Bechtold; Maxim Tatarchenko; Volker Fischer 003; Thomas Brox (CVPR, 2021)

DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. - Elias Eulig; Piyapat Saranrittichai; Chaithanya Kumar Mummadi; Kilian Rambach; William Beluch; Xiahan Shi; Volker Fischer 003 (ICCV, 2021)

Does enhanced shape bias improve neural network robustness to common corruptions? - Chaithanya Kumar Mummadi; Ranjitha Subramaniam; Robin Hutmacher; Julien Vitay; Volker Fischer 003; Jan Hendrik Metzen (ICLR, 2021)

Multi-attribute Open Set Recognition. - Piyapat Saranrittichai; Chaithanya Kumar Mummadi; Claudia Blaiotta; Mauricio Munoz; Volker Fischer 003 (GCPR, 2022)

Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. - Piyapat Saranrittichai; Chaithanya Kumar Mummadi; Claudia Blaiotta; Mauricio Munoz; Volker Fischer 003 (ECCV (25), 2022)

Zero-Shot Visual Classification with Guided Cropping. - Piyapat Saranrittichai; Mauricio Munoz; Volker Fischer 003; Chaithanya Kumar Mummadi (CoRR, 2023)

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. - David T. Hoffmann; Simon Schrodi; Nadine Behrmann; Volker Fischer 003; Thomas Brox (CoRR, 2023)

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. - David T. Hoffmann; Simon Schrodi; Jelena Bratulic; Nadine Behrmann; Volker Fischer 003; Thomas Brox (ICML, 2024)

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning. - Simon Schrodi; David T. Hoffmann; Max Argus; Volker Fischer 003; Thomas Brox (CoRR, 2024)

Bosch Street Dataset: A Multi-Modal Dataset with Imaging Radar for Automated Driving. - Karim Armanious; Maurice Quach; Michael Ulrich; Timo Winterling; Johannes Friesen; Sascha Braun; Daniel Jenet; Yuri Feldman; Eitan Kosman; Philipp Rapp; Volker Fischer 003; Marc Sons; et al. (CoRR, 2024)

On Calibration in Multi-Distribution Learning. - Rajeev Verma; Volker Fischer 003; Eric T. Nalisnick (FAccT, 2025)

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models. - Simon Schrodi; David T. Hoffmann; Max Argus; Volker Fischer 003; Thomas Brox (ICLR, 2025)