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Xi-Hua Sheng

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#generative ai Preprint Oct 2026

A Spatiotemporal Semantic Importance-Guided Unified Compression and Editing Framework for AI-Generated Videos

A unified compression and editing framework for AI-generated videos is proposed that incorporates a frozen video generator as a reusable generative prior and designs three spatiotemporal semantic importance-guided techniques that respectively address what to transmit, how much to transmit, and how to use the transmitte...

Xi-Hua Sheng, Dong Liu, Chang-Wen Chen · 0 citations

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