David T. Hoffmann

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Michael J. BlackMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Chun-Hao Paul HuangAdobe ResearchVerified email at adobe.com
Siyu TangETH ZürichVerified email at inf.ethz.ch
Joachim TeschMax Planck Institute for Intelligent Systems, Tübingen, GermanyVerified email at tuebingen.mpg.de
Shashank TripathiMax Planck Institute for Intelligent SystemsVerified email at tue.mpg.de
Thomas BroxUniversity of FreiburgVerified email at cs.uni-freiburg.de
Nadine BehrmannApplied Scientist at AmazonVerified email at amazon.de
Dimitrios (Dimitris) TzionasUniversity of Amsterdam (UvA)Verified email at uva.nl
Mehdi NorooziSamsung AI CambridgeVerified email at samsung.com
Simon SchrodiPhD student, University of FreiburgVerified email at cs.uni-freiburg.de
Anurag RanjanResearcher, Apple Machine Learning ResearchVerified email at tue.mpg.de
Javier RomeroReality Labs Research, MetaVerified email at meta.com
Juergen GallUniversity of BonnVerified email at iai.uni-bonn.de
Jelena BratulićPhD Student at University of FreiburgVerified email at cs.uni-freiburg.de
Max ArgusUniversity of FreiburgVerified email at cs.uni-freiburg.de
Priyanka PatelMax Planck Institute of Intelligent SystemsVerified email at tuebingen.mpg.de
Volker FischerBosch Center for Artificial IntelligenceVerified email at de.bosch.com

David T. Hoffmann

University of Freiburg

Verified email at cs.uni-freiburg.de

Transformers Self-supervised Learning Representation Learning Synthetic Data


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AGORA: Avatars in geography optimized for regression analysis P Patel, CHP Huang, J Tesch, DT Hoffmann, S Tripathi, MJ Black Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	232	2021
Learning Multi-Human Optical Flow A Ranjan, DT Hoffmann, D Tzionas, S Tang, J Romero, MJ Black International Journal of Computer Vision (IJCV), 2020	48	2020
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives DT Hoffmann, N Behrmann, J Gall, T Brox, M Noroozi AAAI Conference on Artificial Intelligence, 2022	45	2022
Learning to Train with Synthetic Humans DT Hoffmann, D Tzionas, MJ Black, S Tang Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund …, 2019	37	2019
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Representation Learning S Schrodi, DT Hoffmann, M Argus, V Fischer, T Brox arXiv preprint arXiv:2404.07983, 2024	13*	2024
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems DT Hoffmann, S Schrodi, J Bratuli{\'c}, N Behrmann, V Fischer, T Brox Forty-first International Conference on Machine Learning (ICML), 2023	7	2023
CONTRASTIVE REPRESENTATION LEARNING FOR MEASUREMENT DATA D Hoffmann, M Noroozi, N Behrmann US Patent App. 17/812,211, 2023		2023
Supplementary Material AGORA: Avatars in Geography Optimized for Regression Analysis P Patel, CHP Huang, J Tesch, DT Hoffmann, S Tripathi, MJ Black
Learning to Train with Synthetic Humans** Supplementary Material DT Hoffmann, D Tzionas, MJ Black, S Tang

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