Generative Compression

GVCC: Zero-Shot Generative Video Compression
A pretrained video generative model serves directly as the decoder, and the transmitted bitstream specifies its generation trajectory, enabling zero-shot video compression at ultra-low bitrates. (NeurIPS 2026)
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Frame Interpolation for Generative Video Coding
Only keyframes are transmitted and the frames in between are regenerated by diffusion-based interpolation, targeting video coding at extremely low bitrates. (Bi-AGMI, IEEE GCCE 2025 Oral Presentation Award; FRS, IEVC 2026)