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David T. Hoffmann
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6
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems
1
6 June 2024 by
David Hoffmann
and
others
at
University of Freiburg
Machine Learning
,
Artificial Intelligence
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning
11 April 2024 by
Simon Schrodi
and
others
Computer Vision and Pattern Recognition
,
Machine Learning
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives
27 January 2022 by
David Hoffmann
and
others
Computer Vision and Pattern Recognition
AGORA: Avatars in Geography Optimized for Regression Analysis
29 April 2021 by
Priyanka Patel
and
others
Computer Vision and Pattern Recognition
Learning Multi-Human Optical Flow
4 December 2019 by
Anurag Ranjan
and
others
Computer Vision and Pattern Recognition
,
Machine Learning
Learning to Train with Synthetic Humans
2 August 2019 by
David Hoffmann
and
others
Computer Vision and Pattern Recognition
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Computer Vision and Pattern Recognition
Machine Learning
Artificial Intelligence