RSIC allocates bits to user-specified image regions via a grounding model and guides a pretrained diffusion decoder with the compressed latent, boosting local fidelity at ultra-low rates.
Text+ sketch: Image compression at ultra low rates,
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Your Demands Deserve More Bits: Referring Semantic Image Compression at Ultra-low Bitrate
RSIC allocates bits to user-specified image regions via a grounding model and guides a pretrained diffusion decoder with the compressed latent, boosting local fidelity at ultra-low rates.