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.
Lmm-driven se- mantic image-text coding for ultra low-bitrate learned image compression
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.