Author

Wei-Lun Chao

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#artificial intelligence Preprint Oct 2026

Representing short-term movement to reveal animal identity and learning progress

A self-supervised representation learning framework built on a simple hypothesis: behavioral characteristics associated with identity and learning remain relatively stable over nearby time intervals, which establishes short-term movement as an informative behavioral"fingerprint" for studying learning and individual dif...

Ping Zhang, Quang-Huy Nguyen, Ying-Tie Lei et al. · 0 citations

Preprint Oct 2026

Mind the Tail: Data Selection Through Sparse Concepts

This work establishes concept support, beyond individual sample importance, as a useful principle for data-efficient and robust learning, as a useful principle for data-efficient and robust learning.

Zi-Heng Zhang, Neha Hulkund, Colin Lee et al. · 0 citations