2 papers
cs.CV2026
GVCCTurbo: Rate-Compute Quality Scheduling for Codebook Driven Generative Compression
Ziyue Zeng, Dingjie Peng, Xun Su +1
Codebook-driven generative compression uses a pretrained image or video generator as a zero-shot visual prior and transmits compact codebook indices to guide reconstruction at ultr…
cs.CV2026
GVCC: Zero-Shot Video Compression via Codebook-Driven Stochastic Rectified Flow
Ziyue Zeng, Xun Su, Haoyuan Liu +3
At ultra-low bitrates, high-fidelity reconstruction requires sampling plausible videos from the posterior rather than regressing to oversmoothed conditional means. We propose Gener…