Research

Publications and presentations.

2024

  1. corners.png
    Don’t Cut Corners: Exact Conditions for Modularity in Biologically Inspired Representations
    Will Dorrell, Kyle Hsu, Luke Hollingsworth, and 6 more authors
    arXiv preprint arXiv:2410.06232, 2024
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    Geometric Signatures of Compositionality Across a Language Model’s Lifetime
    Jin Hwa Lee, Thomas Jiralerspong, Lei Yu, and 2 more authors
    arXiv preprint arXiv:2410.01444, 2024
  3. shaping.png
    Why do animals need shaping? a theory of task composition and curriculum learning
    Jin Hwa Lee, Stefano Sarao Mannelli, and Andrew Saxe
    arXiv preprint arXiv:2402.18361, 2024

2023

  1. encodingSpace.png
    Learnable latent embeddings for joint behavioural and neural analysis
    Steffen Schneider*, Jin Hwa Lee*, and Mackenzie Weygandt Mathis
    Nature, 2023
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