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diffusion models 1local coordinate coding 1manifold learning 1reward modeling 1text-to-video generation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

Your Data Manifold is Secretly a Reward Model: Shell-LCC for Text-to-Video Generation

Shihao Zhang, Yunzhi Li, Yuguang Yan +4

The paper introduces Shell-LCC, a method that treats the data manifold of high‑quality video training data as an implicit reward model, providing cheap, dense guidance for text‑to‑…