Decoder-side ClipSeg segmentation and content-adaptive diffusion steps improve MISC-based ultra-low-bitrate generative image compression in perceptual quality and speed.
These include the replacement of coarse patch-based semantic maps with decoder-side semantic maps, as well as content-based adap- tation of diffusion parameters
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Semantics-Guided Generative Image Compression
Decoder-side ClipSeg segmentation and content-adaptive diffusion steps improve MISC-based ultra-low-bitrate generative image compression in perceptual quality and speed.