Yuwang Wang

Think in Sets for Streaming Video Token Compression

NovaCov is introduced, to the authors' knowledge the first training-free, plug-and-play set-wise token compressor designed for streaming video, and maintains a capacity-bounded, recency-weighted Historical Reference Bank and optimizes a dual-branch submodular coverage objective that preserves representative current-fra...