Preprint
Oct 2026
Supervising the Visible State: Separating Representation from View Selection in Streaming Video
An action seen once and the same action seen three times receive the same action-recognition label, so that supervision does not require a model to count. Answers shared across histories that differ in event order, accumulation, or relations leave those distinctions unconstrained; we call this state under-specification...
Yihao Hu, Pan Wang, Yi-Tong Lin et al.
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