Volker Fischer

According to our database, Volker Fischer authored at least 25 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, 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

CoRR, 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, Thomas Brox

CoRR, 2024

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems.

David T. Hoffmann, Simon Schrodi, Jelena Bratulic, Nadine Behrmann, Volker Fischer, Thomas Brox

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems.

David T. Hoffmann, Simon Schrodi, Nadine Behrmann, Volker Fischer, Thomas Brox

CoRR, 2023

Zero-Shot Visual Classification with Guided Cropping.

Piyapat Saranrittichai, Mauricio Munoz, Volker Fischer, Chaithanya Kumar Mummadi

CoRR, 2023

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

Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-attribute Open Set Recognition.

Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer

Proceedings of the Pattern Recognition, 2022

2021

Does enhanced shape bias improve neural network robustness to common corruptions?

Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen

Proceedings of the 9th International Conference on Learning Representations, 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

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors.

Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks.

Fabian Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Group Pruning using a Bounded-Lp norm for Group Gating and Regularization.

Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer

CoRR, 2019

Short-Term Prediction and Multi-Camera Fusion on Semantic Grids.

Lukas Hoyer, Patrick Kesper, Volker Fischer

CoRR, 2019

Grid Saliency for Context Explanations of Semantic Segmentation.

Lukas Hoyer, Mauricio Munoz, Prateek Katiyar, Anna Khoreva, Volker Fischer

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Short-Term Prediction and Multi-Camera Fusion on Semantic Grids.

Lukas Hoyer, Patrick Kesper, Anna Khoreva, Volker Fischer

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Group Pruning Using a Bounded-ℓ_p Norm for Group Gating and Regularization.

Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer

Proceedings of the Pattern Recognition, 2019

2018

The streaming rollout of deep networks - towards fully model-parallel execution.

Volker Fischer, Jan Köhler, Thomas Pfeil

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hierarchical Recurrent Filtering for Fully Convolutional DenseNets.

Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation.

Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke

Proceedings of the British Machine Vision Conference 2018, 2018

2017

On Detecting Adversarial Perturbations.

Jan Hendrik Metzen, Tim Genewein, Volker Fischer, Bastian Bischoff

Proceedings of the 5th International Conference on Learning Representations, 2017

Adversarial Examples for Semantic Image Segmentation.

Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox

Proceedings of the 5th International Conference on Learning Representations, 2017

Universal Adversarial Perturbations Against Semantic Image Segmentation.

Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer

Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Semantic Prediction using Pretrained Deep Feedforward Networks.

Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks.

Jörg Wagner, Volker Fischer, Michael Herman, Sven Behnke

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Inverse reinforcement learning of behavioral models for online-adapting navigation strategies.

Michael Herman, Volker Fischer, Tobias Gindele, Wolfram Burgard

Proceedings of the IEEE International Conference on Robotics and Automation, 2015