Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model. - Leheng Zhang; Weiyi You; Kexuan Shi; Shuhang Gu (CVPR, 2025)

Consistency Trajectory Matching for One-Step Generative Super-Resolution. - Weiyi You; Mingyang Zhang; Leheng Zhang; Xingyu Zhou; Kexuan Shi; Shuhang Gu (CoRR, 2025)

Small Clips, Big Gains: Learning Long-Range Refocused Temporal Information for Video Super-Resolution. - Xingyu Zhou; Wei Long; Jingbo Lu; Shiyin Jiang; Weiyi You; Haifeng Wu; Shuhang Gu (CoRR, 2025)

MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning. - Jinhua Zhang; Wei Long; Minghao Han; Weiyi You; Shuhang Gu (CoRR, 2025)

Generative Image Compression by Estimating Gradients of the Rate-variable Feature Distribution. - Minghao Han; Weiyi You; Jinhua Zhang; Leheng Zhang; Ce Zhu; Shuhang Gu (CoRR, 2025)