The emerging conditional coding-based neural video codec (NVC) shows superiority over
commonly-used residual coding-based codec and the latest NVC already claims to …

Artificial Intelligence Generated Content (AIGC) is leading a new technical revolution for the
acquisition of digital content and impelling the progress of visual compression towards …

Despite the tremendous success of diffusion generative models in text-to-image generation,
replicating this success in the domain of image compression has proven difficult. In this …

Traditional image codecs prioritize signal fidelity and human perception, often neglecting
machine vision tasks. Deep learning approaches have shown promising coding …

Diffusion models show impressive performances in image generation with excellent
perceptual quality. However, its tendency to introduce additional distortion prevents its direct …

By leveraging the similarities between quantization error and additive noise, diffusion-based
image compression codecs can be built by using a diffusion model to “denoise” the artifacts …