← Authors

Volker Fischer

13 papers · 2017–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ’Ž Century Club (13) πŸ”₯ Unstoppable (6) ❓ The Questioner

Conferences

NIPS (3) ECCV (2) ICCV (2) ICLR (2) INTERSPEECH (2) CVPR (1) ICML (1)

Top co-authors

Thomas Brox (4) Chaithanya Kumar Mummadi (3) Simon Schrodi (2) Jan Hendrik Metzen (2) Mauricio Munoz (2) Omid Ghahabi (2) Piyapat Saranrittichai (2) Anna Khoreva (1) Max Welling (1) Arnold Smeulders (1)

Keywords

unsupervised learning (1) shortcut learning (1) semantic segmentation (1) domain generalization (1) hierarchical learning (1) context understanding (1) visual explanation (1) neural network optimization (1) speaker embedding (1) speaker recognition (1) linear discriminant analysis (1) real-time processing (1) visual object recognition (1) speaker diarization (1) model parallelization (1) recurrent neural network (1) deep neural network (1) inference efficiency (1) 3d point cloud (1) real-time system (1)

Papers

Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models ICLR 2025
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems ICML 2024
Contrasting Quadratic Assignments for Set-Based Representation Learning ECCV 2022
Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain ECCV 2022
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities ICCV 2021
EML Online Speech Activity Detection for the Fearless Steps Challenge Phase-III INTERSPEECH 2021
Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021
Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors CVPR 2021
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks NIPS 2020
Speaker-Corrupted Embeddings for Online Speaker Diarization INTERSPEECH 2019
Grid Saliency for Context Explanations of Semantic Segmentation NIPS 2019
The streaming rollout of deep networks - towards fully model-parallel execution NIPS 2018
Universal Adversarial Perturbations Against Semantic Image Segmentation ICCV 2017