44 citations · 49 across the 6 of their papers we have counts for
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cs.LG2025
An explainable transformer circuit for compositional generalization
Cheng Tang, Brenden Lake, Mehrdad Jazayeri
Compositional generalization-the systematic combination of known components into novel structures-remains a core challenge in cognitive science and machine learning. Although trans…
cs.LG2022
Modeling Human Eye Movements with Neural Networks in a Maze-Solving Task
Jason Li, Nicholas Watters, Yingting +3
From smoothly pursuing moving objects to rapidly shifting gazes during visual search, humans employ a wide variety of eye movement strategies in different contexts. While eye movem…
cs.LG2021★ 44 cited
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity
Felix Pei, Joel Ye, David Zoltowski +13
Advances in neural recording present increasing opportunities to study neural activity in unprecedented detail. Latent variable models (LVMs) are promising tools for analyzing this…