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Hoffmann's with Publications

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6 publications
 
2025

Conference
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models   Paperpaper-Two_Effects_One_Trigger.pdf doi> Code/data
Simon Schrodi, David T. Hoffmann, Max Argus, V. Fischer, Thomas Brox
International Conference on Learning Representations (ICLR), 2025
Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation   doi>
David T. Hoffmann, S. Raza, H. Jiang, D. Tananaev, S. Klingenhoefer, M. Meinke
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling  
Jelena Bratulić, Sudhanshu Mittal, David T. Hoffmann, S. Böhm, R. Schirrmeister, T. Ball, C. Rupprecht, Thomas Brox
German Conference on Pattern Recognition (GCPR), 2025
Common Data Properties Limit Object-Attribute Binding in CLIP   Paperpaper-binding.pdf doi> Code/data
B. Gurung, David T. Hoffmann, Thomas Brox
German Conference on Pattern Recognition (GCPR), 2025
 
2024

Conference
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems   Paperpaper-hoffmann_eureka.pdf doi> Code/data
David T. Hoffmann, Simon Schrodi, Jelena Bratulić, N. Behrmann, V. Fischer, Thomas Brox
International Conference on Machine Learning (ICML), 2024
 
2022

Conference
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives   Paperpaper-RINCE.pdf Code/data
David T. Hoffmann, N. Behrmann, J. Gall, Thomas Brox, M. Noroozi
AAAI Conference on Artificial Intelligence, 2022

6 publications