3 papers
eess.IV2026
Generative Video Compression: Towards 0.01% Compression Rate for Video Transmission
Xiangyu Chen, Jixiang Luo, Jingyu Xu +3
Whether a video can be compressed at an extreme compression rate as low as 0.01%? To this end, we achieve the compression rate as 0.02% at some cases by introducing Generative Vide…
cs.CV2025
Conditional Video Generation for High-Efficiency Video Compression
Fangqiu Yi, Jingyu Xu, Jiawei Shao +2
Perceptual studies demonstrate that conditional diffusion models excel at reconstructing video content aligned with human visual perception. Building on this insight, we propose a…
cs.CV2025
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
Yifan Duan, Jian Zhao, pengcheng +8
Spatio-temporal (ST) prediction has garnered a De facto attention in earth sciences, such as meteorological prediction, human mobility perception. However, the scarcity of data cou…