arxiv
PublishedApril 13, 2026 at 4:00 AM
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Screen, Cache, and Match: A Training-Free Causality-Consistent Reference Frame Framework for Human Animation
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arXiv:2601.22160v2 Announce Type: replace-cross Abstract: Human animation aims to generate temporally coherent and visually consistent videos over long sequences, yet modeling long-range dependencies while preserving frame quality remains challenging. Inspired by the human ability to leverage past o
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