Misc: Ultra-low bitrate image semantic compression driven by large multimodal model

C Li, G Lu, D Feng, H Wu, Z Zhang, X Liu… - … on Image Processing, 2024 - ieeexplore.ieee.org
With the evolution of storage and communication protocols, ultra-low bitrate image
compression has become a highly demanding topic. However, all existing compression …

Stable Diffusion is a Natural Cross-Modal Decoder for Layered AI-generated Image Compression

R Chen, Q Mao, Z Cheng - arXiv preprint arXiv:2412.12982, 2024 - arxiv.org
Recent advances in Artificial Intelligence Generated Content (AIGC) have garnered
significant interest, accompanied by an increasing need to transmit and compress the vast …