Self-Supervised Learning

AdaJEPA: An Adaptive Latent World Model

2026-07-02

Ying Wang, Oumayma Bounou, Yann LeCun, and Mengye Ren

Continual Visual and Verbal Learning Through a Child's Egocentric Input

2026-06-03

Xavier (Xiaoyang) Jiang, Yanlai Yang, Kenneth A. Norman, Brenden Lake, and Mengye Ren

Temporal Straightening for Latent Planning

2026-03-12

Ying Wang, Oumayma Bounou, Gaoyue Zhou, Randall Balestriero, Tim G. J. Rudner, Yann LeCun, and Mengye Ren

Midway Network: Learning Representations for Recognition and Motion from Latent Dynamics

2025-10-07

Chris Hoang and Mengye Ren

Discrete JEPA: Learning Discrete Token Representations without Reconstruction

2025-06-22

Junyeob Baek, Hosung Lee, Chris Hoang, Mengye Ren, and Sungjin Ahn

Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos

2025-01-21

Yanlai Yang and Mengye Ren

PooDLe: Pooled and Dense Self-Supervised Learning from Naturalistic Videos

2024-08-20

Alex N. Wang, Chris Hoang, Yuwen Xiong, Yann LeCun, and Mengye Ren

Integrating Present and Past in Unsupervised Continual Learning

2024-04-29

Yipeng Zhang, Laurent Charlin, Richard S. Zemel, and Mengye Ren

Self-Supervised Learning of Video Representations from a Child's Perspective

2024-02-01

A. Emin Orhan, Wentao Wang, Alex N. Wang, Mengye Ren, and Brenden M. Lake