Nicolas Ballas

V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

arXiv 2025

Intuitive physics understanding emerges from self-supervised pretraining on natural videos

arXiv 2025

Revisiting Feature Prediction for Learning Visual Representations from Video

arXiv preprint 2024 2

Modeling Caption Diversity in Contrastive Vision-Language Pretraining

arXiv 2024

Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

CVPR 2023 1

Stochastic positional embeddings improve masked image modeling

arXiv 2023

Masked Siamese Networks for Label-Efficient Learning

arXiv 2022

Describing Videos by Exploiting Temporal Structure

describing-videos-by-exploiting-temporal-1

FitNets: Hints for Thin Deep Nets

arXiv 2014

Mahmoud Assran

Michael Rabbat

Yann LeCun

VP & Chief AI Scientist

Adrien Bardes

Pascal Vincent

Piotr Bojanowski

Quentin Garrido

Aaron Courville

Florian Bordes

Ishan Misra