Preprint
Sep 2026
TeQCo: Temporal Quota Consistency for Training-Free Video Token Compression
Video token compression must control both temporal coverage and task relevance, but sequential stages can conflict: a content-driven allocation stage may be overwritten by a global ranking that removes entire temporal positions. We identify this as an allocation conflict and propose TeQCo, a training-free framework tha...
Yu-Qi Li, Xiang-Long Wang, Neilier Rodrigues et al.
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