DiSCo compresses video by transmitting semantic text, spatiotemporally degraded frames, and motion cues, then reconstructs high-quality output via conditional video diffusion, outperforming baselines by 2-10X on perceptual metrics at low bitrates.
Generative latent coding for ultra-low bi- trate image and video compression.IEEE Transactions on Circuits and Systems for Video Technology, 35(10):10500– 10515, 2025
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Low-Bitrate Video Compression through Semantic-Conditioned Diffusion
DiSCo compresses video by transmitting semantic text, spatiotemporally degraded frames, and motion cues, then reconstructs high-quality output via conditional video diffusion, outperforming baselines by 2-10X on perceptual metrics at low bitrates.