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David Held

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#machine learning Preprint Sep 2026

An Empirical Study on What Matters for Viewpoint-Generalizable Policies in Visual Imitation Learning

A controlled empirical study of which design choices allow visuomotor policies to generalize across viewpoints finds that viewpoint generalization improves when dense visual tokens are retained and the action head participates in geometric reasoning.

Mino Nakura, Sriram Krishna, Yu-Fei Wang et al. · 1 citation

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