Bardes, Adrien

8 publications

TMLR 2024 Revisiting Feature Prediction for Learning Visual Representations from Video Adrien Bardes, Quentin Garrido, Jean Ponce, Xinlei Chen, Michael Rabbat, Yann LeCun, Mido Assran, Nicolas Ballas

TMLR 2023 Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun

NeurIPS 2023 Battle of the Backbones: A Large-Scale Comparison of Pretrained Models Across Computer Vision Tasks Micah Goldblum, Hossein Souri, Renkun Ni, Manli Shu, Viraj Prabhu, Gowthami Somepalli, Prithvijit Chattopadhyay, Mark Ibrahim, Adrien Bardes, Judy Hoffman, Rama Chellappa, Andrew G Wilson, Tom Goldstein

TMLR 2023 Guillotine Regularization: Why Removing Layers Is Needed to Improve Generalization in Self-Supervised Learning Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes, Pascal Vincent

ICLR 2023 On the Duality Between Contrastive and Non-Contrastive Self-Supervised Learning Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun

ICLR 2022 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes, Jean Ponce, Yann LeCun

NeurIPS 2022 VICRegL: Self-Supervised Learning of Local Visual Features Adrien Bardes, Jean Ponce, Yann LeCun

ICCV 2021 Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert, Yu-Xiong Wang