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Human-like Learning

Learning inspired by human cognitive development.

Papers

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

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

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

The Self Requires Learning

The Self Requires Learning

Temporal Straightening for Latent Planning

Temporal Straightening for Latent Planning

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

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

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

Yanlai Yang and Mengye Ren

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

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

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