Adrien Bardes

Researcher, Facebook

Joined

September 2019

Names

Adrien Bardes (Preferred)

Emails

****@dbmail.com (Confirmed)

****@fb.com (Confirmed)

****@inria.fr (Confirmed)

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Facebook (meta.com)

2024 – Present

PhD student

Facebook (fb.com)

2020 – 2023

PhD student

INRIA (inria.fr)

2020 – 2023

MS student

Ecole Normale Superieure Paris-Saclay (ens-paris-saclay.fr)

2018 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Yann LeCun

2020 – 2023

PhD Advisor

Jean Ponce

2020 – 2023

Expertise

Self-supervised learning

Present

Publications

What drives success in physical planning with Joint-Embedding Predictive World Models?
Basile Terver, Tsung-Yen Yang, Jean Ponce, Adrien Bardes, Yann LeCun
- Submitted to ICLR 2026
- Readers: Everyone
A Cookbook of Self-Supervised Learning
Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari S. 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
- Arxiv
- Readers: Everyone
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
- Accepted by TMLR
- Readers: Everyone
V-JEPA: Latent Video Prediction for Visual Representation Learning
Adrien Bardes, Quentin Garrido, Jean Ponce, Xinlei Chen, Michael Rabbat, Yann LeCun, Mido Assran, Nicolas Ballas
- Submitted to ICLR 2024
- Readers: Everyone
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features
Adrien Bardes, Jean Ponce, Yann LeCun
- Submitted to ICLR 2024
- Readers: Everyone
Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning
Yubei Chen, Adrien Bardes, ZENGYI LI, Yann LeCun
- Accepted by TMLR
- Readers: Everyone
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
Micah Goldblum, Hossein Souri, Renkun Ni, Manli Shu, Viraj Uday Prabhu, Gowthami Somepalli, Prithvijit Chattopadhyay, Mark Ibrahim, Adrien Bardes, Judy Hoffman, Rama Chellappa, Andrew Gordon Wilson, Tom Goldstein
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning
Florian Bordes, Randall Balestriero, Quentin Garrido, Adrien Bardes, Pascal Vincent
- Accepted by TMLR
- Readers: Everyone
Intra-Instance VICReg: Bag of Self-Supervised Image Patch Embedding Explains the Performance
Yubei Chen, Adrien Bardes, ZENGYI LI, Yann LeCun
- 22 Sept 2022 (modified: 14 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
On the duality between contrastive and non-contrastive self-supervised learning
Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun
- Published: 01 Feb 2023, Last Modified: 01 Mar 2023
- ICLR 2023 notable top 5%
- Readers: Everyone

View all 20 publications

Co-Authors

View all 43 co-authors