Shimin Chen

UniComp: Rethinking Video Compression Through Informational Uniqueness

Distinct from attention-based compression methods, this paper presents an information uniqueness driven video compression framework, termed UniComp, which aims to maximize the information fidelity of video representations under constrained computational budgets. Starting from the information-theoret