David T. Hoffmann

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Linear Regression Models

Learning Systems

Structured Representation

Top Venues

Int. J. Comput. Vis.

Publications

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 (2024)
David T. Hoffmann, Simon Schrodi, Nadine Behrmann, Volker Fischer, Thomas Brox
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems. CoRR (2023)
David T. Hoffmann, Nadine Behrmann, Juergen Gall, Thomas Brox, Mehdi Noroozi
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. AAAI (2022)
David T. Hoffmann, Nadine Behrmann, Juergen Gall, Thomas Brox, Mehdi Noroozi
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives. CoRR (2022)
Priyanka Patel, Chun-Hao P. Huang, Joachim Tesch, David T. Hoffmann, Shashank Tripathi, Michael J. Black
AGORA: Avatars in Geography Optimized for Regression Analysis. CoRR (2021)
Priyanka Patel, Chun-Hao P. Huang, Joachim Tesch, David T. Hoffmann, Shashank Tripathi, Michael J. Black
AGORA: Avatars in Geography Optimized for Regression Analysis. CVPR (2021)
Anurag Ranjan, David T. Hoffmann, Dimitrios Tzionas, Siyu Tang, Javier Romero, Michael J. Black
Learning Multi-human Optical Flow. Int. J. Comput. Vis. 128 (4) (2020)
David T. Hoffmann, Dimitrios Tzionas, Michael J. Black, Siyu Tang
Learning to Train with Synthetic Humans. CoRR (2019)
David T. Hoffmann, Dimitrios Tzionas, Michael J. Black, Siyu Tang
Learning to Train with Synthetic Humans. GCPR (2019)
Anurag Ranjan, David T. Hoffmann, Dimitrios Tzionas, Siyu Tang, Javier Romero, Michael J. Black
Learning Multi-Human Optical Flow. CoRR (2019)