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eess.IV2024
SMIC: Semantic Multi-Item Compression based on CLIP dictionary
Tom Bachard, Thomas Maugey
Semantic compression, a compression scheme where the distortion metric, typically MSE, is replaced with semantic fidelity metrics, tends to become more and more popular. Most recen…
cs.CV2024
Fine color guidance in diffusion models and its application to image compression at extremely low bitrates
Tom Bordin, Thomas Maugey
This study addresses the challenge of, without training or fine-tuning, controlling the global color aspect of images generated with a diffusion model. We rewrite the guidance equa…