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ORCIDVolker Fischer 0003
Person information
- affiliation: Robert Bosch GmbH, Stuttgart, Germany
Other persons with the same name
- Volker Fischer — disambiguation page
- Volker Fischer 0001 — University of Erlangen-Nuremberg, Lehrstuhl fur Mustererkennung, Germany
- Volker Fischer 0002 — EML European Media Laboratory GmbH, Heidelberg, Germany (and 1 more)
- Volker Fischer 0004 — University of Regensburg, Institute of Experimental Psychology, Germany
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2020 – today
- 2024
[c19]David T. Hoffmann, Simon Schrodi, Jelena Bratulic, Nadine Behrmann, Volker Fischer, Thomas Brox:
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. ICML 2024- [i19]Simon Schrodi, David T. Hoffmann, Max Argus, Volker Fischer, Thomas Brox:
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning. CoRR abs/2404.07983 (2024) - [i18]Karim Armanious, Maurice Quach, Michael Ulrich, Timo Winterling, Johannes Friesen, Sascha Braun, Daniel Jenet, Yuri Feldman, Eitan Kosman, Philipp Rapp, Volker Fischer, Marc Sons, Lukas Kohns, Daniel Eckstein, Daniela Egbert, Simone Letsch, Corinna Voege, Felix Huttner, Alexander Bartler, Robert Maiwald, Yancong Lin, Ulf Rüegg, Claudius Gläser, Bastian Bischoff, Jascha Freess, Karsten Haug, Kathrin Klee, Holger Caesar:
Bosch Street Dataset: A Multi-Modal Dataset with Imaging Radar for Automated Driving. CoRR abs/2407.12803 (2024) - 2023
- [i17]Piyapat Saranrittichai, Mauricio Munoz, Volker Fischer, Chaithanya Kumar Mummadi:
Zero-Shot Visual Classification with Guided Cropping. CoRR abs/2309.06581 (2023) - [i16]David T. Hoffmann, Simon Schrodi, Nadine Behrmann, Volker Fischer, Thomas Brox:
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. CoRR abs/2310.12956 (2023) - 2022
- [c18]Piyapat Saranrittichai
, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Multi-attribute Open Set Recognition. GCPR 2022: 101-115 - [c17]Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. ECCV (25) 2022: 294-309 - [i15]Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. CoRR abs/2207.10002 (2022) - [i14]Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Multi-Attribute Open Set Recognition. CoRR abs/2208.06809 (2022) - 2021
- [c16]Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox:
Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors. CVPR 2021: 15880-15889 - [c15]Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer:
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. ICCV 2021: 10635-10644 - [c14]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 - [i13]Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox:
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors. CoRR abs/2104.00476 (2021) - [i12]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? CoRR abs/2104.09789 (2021) - [i11]Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer:
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. CoRR abs/2108.05779 (2021) - 2020
- [c13]Fabian Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling:
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks. NeurIPS 2020 - [i10]Fabian B. Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling:
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks. CoRR abs/2006.10503 (2020)
2010 – 2019
- 2019
- [c12]Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer:
Group Pruning Using a Bounded-ℓp Norm for Group Gating and Regularization. GCPR 2019: 139-155 - [c11]Lukas Hoyer, Patrick Kesper, Anna Khoreva, Volker Fischer:
Short-Term Prediction and Multi-Camera Fusion on Semantic Grids. ICCV Workshops 2019: 813-821 - [c10]Lukas Hoyer, Mauricio Munoz, Prateek Katiyar, Anna Khoreva, Volker Fischer:
Grid Saliency for Context Explanations of Semantic Segmentation. NeurIPS 2019: 6459-6470 - [i9]Lukas Hoyer, Patrick Kesper, Volker Fischer:
Short-Term Prediction and Multi-Camera Fusion on Semantic Grids. CoRR abs/1903.08960 (2019) - [i8]Lukas Hoyer, Mauricio Munoz, Prateek Katiyar, Anna Khoreva, Volker Fischer:
Grid Saliency for Context Explanations of Semantic Segmentation. CoRR abs/1907.13054 (2019) - [i7]Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer:
Group Pruning using a Bounded-Lp norm for Group Gating and Regularization. CoRR abs/1908.03463 (2019) - 2018
- [c9]Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke:
Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation. BMVC 2018: 282 - [c8]Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke:
Hierarchical Recurrent Filtering for Fully Convolutional DenseNets. ESANN 2018 - [c7]Volker Fischer, Jan Köhler, Thomas Pfeil:
The streaming rollout of deep networks - towards fully model-parallel execution. NeurIPS 2018: 4043-4054 - [i6]Volker Fischer, Jan Köhler, Thomas Pfeil:
The streaming rollout of deep networks - towards fully model-parallel execution. CoRR abs/1806.04965 (2018) - [i5]Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke:
Hierarchical Recurrent Filtering for Fully Convolutional DenseNets. CoRR abs/1810.02766 (2018) - [i4]Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke:
Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation. CoRR abs/1810.03867 (2018) - 2017
- [c6]Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke:
Learning Semantic Prediction using Pretrained Deep Feedforward Networks. ESANN 2017 - [c5]Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer:
Universal Adversarial Perturbations Against Semantic Image Segmentation. ICCV 2017: 2774-2783 - [c4]Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox:
Adversarial Examples for Semantic Image Segmentation. ICLR (Workshop) 2017 - [c3]Jan Hendrik Metzen, Tim Genewein, Volker Fischer, Bastian Bischoff:
On Detecting Adversarial Perturbations. ICLR (Poster) 2017 - [i3]Jan Hendrik Metzen, Tim Genewein, Volker Fischer, Bastian Bischoff:
On Detecting Adversarial Perturbations. CoRR abs/1702.04267 (2017) - [i2]Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox:
Adversarial Examples for Semantic Image Segmentation. CoRR abs/1703.01101 (2017) - [i1]Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer:
Universal Adversarial Perturbations Against Semantic Image Segmentation. CoRR abs/1704.05712 (2017) - 2016
- [c2]Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke:
Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks. ESANN 2016 - 2015
- [c1]Michael Herman, Volker Fischer, Tobias Gindele, Wolfram Burgard:
Inverse reinforcement learning of behavioral models for online-adapting navigation strategies. ICRA 2015: 3215-3222
Coauthor Index
aka: Mummadi Chaithanya Kumar
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