A training-free diffusion-based method with RCC module and score-scaled PF-ODE decoder achieves optimal RDP in the Gaussian case and allows empirical traversal of the ternary tradeoff surface.
PSC: Posterior sampling-based compression
2 Pith papers cite this work. Polarity classification is still indexing.
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Diffusion-based compressors using reverse channel coding are substantially more robust to bit-flip errors than classical and learned codecs, and a new variant of Turbo-DDCM improves this further.
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Training-Free Rate-Distortion-Perception Traversal With Diffusion
A training-free diffusion-based method with RCC module and score-scaled PF-ODE decoder achieves optimal RDP in the Gaussian case and allows empirical traversal of the ternary tradeoff surface.
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On the Robustness of Diffusion-Based Image Compression to Bit-Flip Errors
Diffusion-based compressors using reverse channel coding are substantially more robust to bit-flip errors than classical and learned codecs, and a new variant of Turbo-DDCM improves this further.