DiffLoss: Unleashing Diffusion Model as Constraint for Training Image Restoration Network. - Jiangtong Tan; Hu Yu 001; Jie Huang 017; Zizheng Yang; Feng Zhao 004 (ACCV (4), 2022)

Unleashing Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification. - Zizheng Yang; Xin Jin 014; Kecheng Zheng; Feng Zhao 004 (CVPR, 2022)

SIR-Former: Stereo Image Restoration Using Transformer. - Zizheng Yang; Mingde Yao; Jie Huang 017; Man Zhou; Feng Zhao 004 (ACM Multimedia, 2022)

Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement. - Naishan Zheng; Jie Huang 017; Man Zhou; Zizheng Yang; Qi Zhu 010; Feng Zhao 004 (AAAI, 2023)

Visual Recognition-Driven Image Restoration for Multiple Degradation with Intrinsic Semantics Recovery. - Zizheng Yang; Jie Huang 017; Jiahao Chang; Man Zhou; Hu Yu 001; Jinghao Zhang; Feng Zhao 004 (CVPR, 2023)

Ingredient-oriented Multi-Degradation Learning for Image Restoration. - Jinghao Zhang; Jie Huang 017; Mingde Yao; Zizheng Yang; Hu Yu 001; Man Zhou; Feng Zhao 004 (CVPR, 2023)

Unleashing the Potential of the Semantic Latent Space in Diffusion Models for Image Dehazing. - Zizheng Yang; Hu Yu 001; Bing Li 024; Jinghao Zhang; Jie Huang 017; Feng Zhao 004 (ECCV (44), 2024)

Prototype Clustered Diffusion Models for Versatile Inverse Problems. - Jinghao Zhang; Zizheng Yang; Qi Zhu 010; Feng Zhao 004 (CoRR, 2024)

Text Prompt is Not Enough: Sound Event Enhanced Prompt Adapter for Target Style Audio Generation. - Chenxu Xiong; Ruibo Fu; Shuchen Shi; Zhengqi Wen; Jianhua Tao 001; Tao Wang 074; Chenxing Li; Chunyu Qiang; Yuankun Xie; Xin Qi; Guanjun Li; Zizheng Yang (CoRR, 2024)

IRVR: A General Image Restoration Framework for Visual Recognition. - Zizheng Yang; Jie Huang 017; Man Zhou; Naishan Zheng; Feng Zhao 004 (IEEE Trans. Multim., 2024)

MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation. - Shuwei Shi; Biao Gong; Xi Chen; Dandan Zheng; Shuai Tan; Zizheng Yang; Yuyuan Li; Jingwen He; Kecheng Zheng; Jingdong Chen; Ming Yang 007; Yinqiang Zheng (CVPR, 2025)