| 2025 | ICLR | 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, Thomas Brox |
| 2024 | ICML | 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 |
| 2022 | ECCV | Contrasting Quadratic Assignments for Set-Based Representation Learning. | Artem Moskalev, Ivan Sosnovik, Volker Fischer, Arnold W. M. Smeulders |
| 2022 | ECCV | 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 |
| 2021 | CVPR | 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 |
| 2021 | ICCV | 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 |
| 2021 | ICLR | 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 |
| 2021 | Interspeech | EML Online Speech Activity Detection for the Fearless Steps Challenge Phase-III. | Omid Ghahabi, Volker Fischer |
| 2019 | Interspeech | Speaker-Corrupted Embeddings for Online Speaker Diarization. | Omid Ghahabi, Volker Fischer |
| 2018 | BMVC | Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation. | Jrg Wagner, Volker Fischer, Michael Herman, Sven Behnke |
| 2018 | ESANN | Hierarchical Recurrent Filtering for Fully Convolutional DenseNets. | Jrg Wagner, Volker Fischer, Michael Herman, Sven Behnke |
| 2017 | ESANN | Learning Semantic Prediction using Pretrained Deep Feedforward Networks. | Jrg Wagner, Volker Fischer, Michael Herman, Sven Behnke |
| 2017 | ICCV | Universal Adversarial Perturbations Against Semantic Image Segmentation. | Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer |
| 2017 | ICLR | Adversarial Examples for Semantic Image Segmentation. | Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox |
| 2017 | ICLR | On Detecting Adversarial Perturbations. | Jan Hendrik Metzen, Tim Genewein, Volker Fischer, Bastian Bischoff |
| 2016 | ESANN | Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks. | Jrg Wagner, Volker Fischer, Michael Herman, Sven Behnke |
| 2015 | ICRA | Inverse reinforcement learning of behavioral models for online-adapting navigation strategies. | Michael Herman, Volker Fischer, Tobias Gindele, Wolfram Burgard |
| 2011 | Interspeech | Online Speaker Adaptation with Pre-Computed FMLLR Transformations. | Volker Fischer, Siegfried Kunzmann |
| 2009 | IDA | Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis. | Ingo R. Keck, Volker Fischer, Carlos Garca Puntonet, Elmar Wolfgang Lang |
| 2009 | IWINAC | Serial Evolution. | Volker Fischer, Ana Maria Tom, Elmar Wolfgang Lang |
| 2006 | Interspeech | From pre-recorded prompts to corporate voices: on the migration of interactive voice response applications. | Volker Fischer, Siegfried Kunzmann |
| 2005 | Interspeech | A transformation-based learning approach to language identification for mixed-lingual text-to-speech synthesis. | J. C. Marcadet, Volker Fischer, Claire Waast-Richard |
| 2005 | Interspeech | Multilingual models in the IBM bilingual text-to-speech systems. | Jaime Botella Ordinas, Volker Fischer, Claire Waast-Richard |
| 2004 | ICASSP | Multilingual acoustic models for speech recognition and synthesis. | Siegfried Kunzmann, Volker Fischer, Jorge Gonzalez, Ossama Emam, Carsten Gnther, Eric Janke |
| 2004 | Interspeech | Domain adaptation methods in the IBM trainable text-to-speech system. | Volker Fischer, Jaime Botella Ordinas, Siegfried Kunzmann |
| 2004 | Interspeech | A comparison of statistical methods and features for the prediction of prosodic structures. | Qin Shi, Volker Fischer |
| 2003 | Interspeech | Recent progress in the decoding of non-native speech with multilingual acoustic models. | Volker Fischer, Eric Janke, Siegfried Kunzmann |
| 2002 | Interspeech | Likelihood combination and recognition output voting for the decoding of non-native speech with multilingual HMMs. | Volker Fischer, Eric Janke, Siegfried Kunzmann |
| 2000 | Interspeech | Acoustic language model classes for a large vocabulary continuous speech recognizer. | Volker Fischer, Siegfried Kunzmann |
| 2000 | Interspeech | Towards a common phone alphabet for multilingual speech recognition. | Francisco Palou, Paolo Bravetti, Ossama Emam, Volker Fischer, Eric Janke |
| 1998 | Interspeech | Speaker-independent upfront dialect adaptation in a large vocabulary continuous speech recognizer. | Volker Fischer, Yuqing Gao, Eric Janke |
| 1996 | ICPR | A parallel any-time control algorithm for image understanding. | Volker Fischer, Heinrich Niemann |
| 1996 | KI | Knowledge Based Image Understanding by Iterative Optimization. | Heinrich Niemann, Volker Fischer, Dietrich Paulus, Julia Fischer |
| 1993 | GI | Ein paralleler Kontrollalgorithmus fr die wissensbasierte Bildanalyse. | Volker Fischer, Heinrich Niemann, Dietrich Paulus, Andreas Winzen |