A single LMM generates and compresses image captions for ultra-low-bitrate learned image compression, improving LPIPS BD-rate by 41.58% over MISC.
Language modeling is compression,
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LMM-driven Semantic Image-Text Coding for Ultra Low-bitrate Learned Image Compression
A single LMM generates and compresses image captions for ultra-low-bitrate learned image compression, improving LPIPS BD-rate by 41.58% over MISC.