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Author

Duomin Wang

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Jul 2026

Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification

This paper introduces training-free Sol-Attn (Sparsifying online attention), which unifies dynamic routing, sparse computation, and approximation correction in a single online-softmax pass, achieving a better accuracy-efficiency trade-off in sparse attention.

Haopeng Li, Yitong Li, Junsong Chen et al. · 2 citations
Book Open access Jul 2026

Motion4Motion: Motion Transfer Across Subjects at Inference

This work explores the motion transfer from one video to another, which is crucial in animation for diverse characters. Previously, video motion transfer has been largely explored between human and human-like characters, enabling a lot of applications in digital creation. However, these approaches encounter a main limi...

Ling-Hao Chen, Zixin Yin, Duomin Wang et al. · 0 citations

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