Adrien Bardes - RankMe

25 papers A* 5Journal 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning. CoRR Lorenzo Mur-Labadia, Matthew J. Muckley, Amir Bar, Mido Assran, Koustuv Sinha, Mike Rabbat, Yann LeCun, Nicolas Ballas, Adrien Bardes
2025	J	`jnl`	Intuitive physics understanding emerges from self-supervised pretraining on natural videos. CoRR Quentin Garrido, Nicolas Ballas, Mahmoud Assran, Adrien Bardes, Laurent Najman, Michael Rabbat, Emmanuel Dupoux, Yann LeCun
2025	J	`jnl`	V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning. CoRR Mido Assran, Adrien Bardes, David Fan, Quentin Garrido, Russell Howes, Mojtaba Komeili, Matthew J. Muckley, Ammar Rizvi, Claire Roberts, Koustuv Sinha, Artem Zholus, Sergio Arnaud, Abha Gejji, Ada Martin, Francois Robert Hogan, Daniel Dugas, Piotr Bojanowski, Vasil Khalidov, Patrick Labatut, Francisco Massa, Marc Szafraniec, Kapil Krishnakumar, Yong Li, Xiaodong Ma, Sarath Chandar, Franziska Meier, Yann LeCun, Michael Rabbat, Nicolas Ballas
2025	J	`jnl`	What Drives Success in Physical Planning with Joint-Embedding Predictive World Models? CoRR Basile Terver, Tsung-Yen Yang, Jean Ponce, Adrien Bardes, Yann LeCun
2024	J	`jnl`	An Introduction to Vision-Language Modeling. CoRR Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra
2024	J	`jnl`	Learning and Leveraging World Models in Visual Representation Learning. CoRR Quentin Garrido, Mahmoud Assran, Nicolas Ballas, Adrien Bardes, Laurent Najman, Yann LeCun
2024	J	`jnl`	Revisiting Feature Prediction for Learning Visual Representations from Video. CoRR Adrien Bardes, Quentin Garrido, Jean Ponce, Xinlei Chen, Michael G. Rabbat, Yann LeCun, Mahmoud Assran, Nicolas Ballas
2024	J	`jnl`	Revisiting Feature Prediction for Learning Visual Representations from Video. Trans. Mach. Learn. Res. Adrien Bardes, Quentin Garrido, Jean Ponce, Xinlei Chen, Michael Rabbat, Yann LeCun, Mido Assran, Nicolas Ballas
2024	—	`—`	Self-Supervised Learning with Joint-Embedding Predictive Architectures. (Apprentissage auto-supervisé utilisant des architectures à représentations jointes). Adrien Bardes
2023	J	`jnl`	A Cookbook of Self-Supervised Learning. CoRR Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari Morcos, Shashank Shekhar, Tom Goldstein, Florian Bordes, Adrien Bardes, Grégoire Mialon, Yuandong Tian, Avi Schwarzschild, Andrew Gordon Wilson, Jonas Geiping, Quentin Garrido, Pierre Fernandez, Amir Bar, Hamed Pirsiavash, Yann LeCun, Micah Goldblum
2023	J	`jnl`	Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning. Trans. Mach. Learn. Res. Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun
2023	A*	`conf`	Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks. NeurIPS Micah Goldblum, Hossein Souri, Renkun Ni, Manli Shu, Viraj Prabhu, Gowthami Somepalli, Prithvijit Chattopadhyay, Mark Ibrahim, Adrien Bardes, Judy Hoffman, Rama Chellappa, Andrew Gordon Wilson, Tom Goldstein
2023	J	`jnl`	Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks. CoRR Micah Goldblum, Hossein Souri, Renkun Ni, Manli Shu, Viraj Prabhu, Gowthami Somepalli, Prithvijit Chattopadhyay, Mark Ibrahim, Adrien Bardes, Judy Hoffman, Rama Chellappa, Andrew Gordon Wilson, Tom Goldstein
2023	J	`jnl`	Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning. Trans. Mach. Learn. Res. Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes, Pascal Vincent
2023	J	`jnl`	MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features. CoRR Adrien Bardes, Jean Ponce, Yann LeCun
2023	J	`jnl`	No Free Lunch in Self Supervised Representation Learning. CoRR Ihab Bendidi, Adrien Bardes, Ethan Cohen, Alexis Lamiable, Guillaume Bollot, Auguste Genovesio
2023	A*	`conf`	On the duality between contrastive and non-contrastive self-supervised learning. ICLR Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun
2022	J	`jnl`	Guillotine Regularization: Improving Deep Networks Generalization by Removing their Head. CoRR Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes, Pascal Vincent
2022	J	`jnl`	Intra-Instance VICReg: Bag of Self-Supervised Image Patch Embedding. CoRR Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun
2022	J	`jnl`	On the duality between contrastive and non-contrastive self-supervised learning. CoRR Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun
2022	A*	`conf`	VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning. ICLR Adrien Bardes, Jean Ponce, Yann LeCun
2022	A*	`conf`	VICRegL: Self-Supervised Learning of Local Visual Features. NeurIPS Adrien Bardes, Jean Ponce, Yann LeCun
2022	J	`jnl`	VICRegL: Self-Supervised Learning of Local Visual Features. CoRR Adrien Bardes, Jean Ponce, Yann LeCun
2021	A*	`conf`	Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision. ICCV Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert, Yu-Xiong Wang
2021	J	`jnl`	VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning. CoRR Adrien Bardes, Jean Ponce, Yann LeCun