Author

Yi-Xuan Liu

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Jul 2026

TRaM-VSR: Importance-Aware Token Routing and Merging for One-Step Diffusion Video Super-Resolution

TRaM-VSR, a Token Routing and Merging framework for adaptive token allocation, leveraging both context-aware video priors and network-level priors accelerates inference significantly while preserving state-of-the-art reconstruction quality and robust temporal consistency is proposed.

Sicheng Gao, Zhuyun Zhou, Yixuan Liu et al. · arXiv.org · 0 citations