2 papers
cs.CV2026
Time-JEPA: Grounding Video World Models with Physical Time Series
Shenyi Li, Ziyang Zhang, Wen Wu +2
Video world models learn how visual environments evolve by predicting missing or future content. However, physical-state information can provide useful context for predicting how e…
eess.IV2025
OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates
Jinpei Guo, Yifei Ji, Zheng Chen +6
Pretrained latent diffusion models have shown strong potential for lossy image compression, owing to their powerful generative priors. Most existing diffusion-based methods reconst…