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2020 – today
- 2026
[j71]Cong Wang
, Jinshan Pan, Liyan Wang, Wei Wang, Yang Yang:
Neural Discrimination-Prompted Transformers for Efficient UHD Image Restoration and Enhancement. Int. J. Comput. Vis. 134(3): 84 (2026)- [j70]Zhengxue Wang, Zhiqiang Yan, Ming-Hsuan Yang, Jinshan Pan, Guangwei Gao, Ying Tai, Jian Yang:
Scene Prior Filtering for Depth Super-Resolution. Int. J. Comput. Vis. 134(5): 251 (2026) - [j69]Zhengxue Wang, Zhiqiang Yan, Ming-Hsuan Yang, Jinshan Pan, Guangwei Gao, Ying Tai, Jian Yang:
Correction: Scene Prior Filtering for Depth Super-Resolution. Int. J. Comput. Vis. 134(6): 275 (2026) - [j68]Zenghao Zheng, Lianping Yang, Jinshan Pan, Hegui Zhu:
Mamba-Driven Topology Fusion for monocular 3D human pose estimation. Image Vis. Comput. 168: 105927 (2026) - [j67]Hao Li, Xiang Chen, Jiangxin Dong, Jinhui Tang, Jinshan Pan:
Collaborative Feedback Discriminative Propagation for Video Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 48(7): 7835-7845 (2026) - [j66]Jinshan Pan, Long Sun, Lianhong Song, Jiangxin Dong, Jian Yang, Maocheng Zhao, Jinhui Tang:
Adaptive Sparse Self-Attention for Efficient Image Super-Resolution and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 48(7): 8283-8296 (2026) - [j65]Tianbang Ma, Chunying Liu, Yuwen Huang, Yilong Yin, Gongping Yang, Jinshan Pan:
A unified framework to learn invariant representations of graph neural networks for ECG biometrics. Pattern Recognit. 179: 113662 (2026) - [j64]Liyan Wang, Cong Wang, Jinshan Pan, Xiaofeng Liu, Weixiang Zhou, Xiaoran Sun, Wei Wang, Zhixun Su:
Ultra-High-Definition Image Restoration: New Benchmarks and a Dual Interaction Prior-Driven Solution. IEEE Trans. Circuits Syst. Video Technol. 36(2): 2052-2068 (2026) - [j63]Yan Zhai, Zerui Han, Zhulin Tao, Xianglin Huang, Jinshan Pan, Jinhui Tang:
UDMMColor: A Unified Diffusion Model for Multi-Modal Colorization. IEEE Trans. Circuits Syst. Video Technol. 36(5): 6617-6629 (2026) - [j62]Zhongzheng Peng, Jinshan Pan, Jinhui Tang:
Distilling Features From Vision Foundation Models for Effective Memory-Based Video Colorization. IEEE Trans. Circuits Syst. Video Technol. 36(7): 10291-10301 (2026) - [j61]Shihao Zhou, Jinshan Pan, Duosheng Chen, Yaopeng Dong, Jufeng Yang:
Rethinking the Importance of High-Frequency Components in Transformers for Image Restoration. IEEE Trans. Image Process. 35: 4744-4758 (2026) - [j60]Wanshu Fan, Yunzhe Zhang, Yue Shen, Liyan Wang, Jing Qin, Kin-Man Lam, Cong Wang, Jinshan Pan:
Degradation-Aware Prompt Learning With Cross-Modal Compensation for Adverse Weather Removal. IEEE Trans. Image Process. 35: 8370-8385 (2026) - [j59]Hongming Chen, Xiang Chen, Chen Wu, Zhuoran Zheng, Jinshan Pan, Xianping Fu:
Towards Ultra-High-Definition Image Deraining: A Benchmark and an Efficient Method. IEEE Trans. Multim. 28: 4690-4702 (2026) - [j58]Zhihao Zhao, Zhulin Tao, Jinshan Pan:
Lightweight Multi-Dilated Transformer for Image Deblurring. IEEE Trans. Neural Networks Learn. Syst. 37(7): 3206-3217 (2026) - [i100]Cong Wang, Jinshan Pan, Liyan Wang, Wei Wang, Yang Yang:
Neural Discrimination-Prompted Transformers for Efficient UHD Image Restoration and Enhancement. CoRR abs/2603.00853 (2026) - [i99]Lingshun Kong, Jiawei Zhang, Zheng-Peng Duan, Xiaohe Wu, Yueqi Yang, Xiaotao Wang, Dongqing Zou, Lei Lei, Jinshan Pan:
MiM-DiT: MoE in MoE with Diffusion Transformers for All-in-One Image Restoration. CoRR abs/2603.02710 (2026) - [i98]Kangbo Zhao, Miaoxin Guan, Xiang Chen, Yukai Shi, Jinshan Pan:
Cross-Scenario Deraining Adaptation with Unpaired Data: Superpixel Structural Priors and Multi-Stage Pseudo-Rain Synthesis. CoRR abs/2603.21661 (2026) - [i97]Xin Li, Jiachao Gong, Xijun Wang, Shiyao Xiong, Bingchen Li, Suhang Yao, Chao Zhou, Zhibo Chen, Radu Timofte, Yuxiang Chen, Shibo Yin, Yilian Zhong, Yushun Fang, Xilei Zhu, Yahui Wang, Chen Lu, Meisong Zheng, Xiaoxu Chen, Jing Yang, Zhaokun Hu, Jiahui Liu, Ying Chen, Haoran Bai, Sibin Deng, Shengxi Li, Mai Xu, Junyang Chen, Hao Chen, Xinzhe Zhu, Fengkai Zhang, Long Sun, Yixing Yang, Xindong Zhang, Jiangxin Dong, Jinshan Pan, Jiyuan Zhang, Shuai Liu, Yibin Huang, Xiaotao Wang, Lei Lei, Zhirui Liu, Shinan Chen, Shang-Quan Sun, Wenqi Ren, Jingyi Xu, Zihong Chen, Zhuoya Zou, Xiuhao Qiu, Jingyu Ma, Huiyuan Fu, Kun Liu, Huadong Ma, Dehao Feng, Zhijie Ma, Boqi Zhang, Jiawei Shi, Hao Kang, Yixin Yang, Yeying Jin, Xu Cheng, Yuxuan Jiang, Chengxi Zeng, Tianhao Peng, Fan Zhang, David Bull, Yanan Xing, Jiachen Tu, Guoyi Xu, Yaoxin Jiang, Jiajia Liu, Yaokun Shi, Wei Zhou, Linfeng Li, Hang Song, Qi Xu, Kun Yuan, Yizhen Shao, Yulin Ren:
NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results. CoRR abs/2604.10551 (2026) - [i96]Xin Li, Yeying Jin, Suhang Yao, Beibei Lin, Zhaoxin Fan, Wending Yan, Xin Jin, Zongwei Wu, Bingchen Li, Peishu Shi, Yufei Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Runzhe Li, Kui Jiang, Zhaocheng Yu, Yiang Chen, Junjun Jiang, Xianming Liu, Hongde Gu, Zeliang Li, Mache You, Jiangxin Dong, Jinshan Pan, Qiyu Rong, Bowen Shao, Hongyuan Jing, Mengmeng Zhang, Bo Ding, Hui Zhang, Yi Ren, Mohab Kishawy, Jun Chen, Anh-Kiet Duong, Petra Gomez-Krämer, Jean-Michel Carozza, Wangzhi Xing, Xin Lu, Enxuan Gu, Jingxi Zhang, Diqi Chen, Qiaosi Yi, Bingcai Wei, Wenjie Li, Bowen Tie, Heng Guo, Zhanyu Ma, Jiachen Tu, Guoyi Xu, Yaoxin Jiang, Cici Liu, Yaokun Shi, Paula Garrido Mellado, Daniel Feijoo, Alvaro Garcia Lara, Marcos V. Conde, Zhidong Zhu, Bangshu Xiong, Qiaofeng Ou, Zhibo Rao, Wei Li, Zida Zhang, Hui Geng, Qisheng Xu, Xuyao Deng, Changjian Wang, Kele Xu, Guanglu Dong, Qiyao Zhao, Tianheng Zheng, Chunlei Li, Lichao Mou, Chao Ren, Chang-De Peng, Chieh-Yu Tsai, Guan-Cheng Liu, Li-Wei Kang, Abhishek Rajak, Milan Kumar Singh, Ankit Kumar, Dimple Sonone, Kishor P. Upla, Kiran B. Raja, Huilin Zhao, Xing Xu, Chuan Chen, Yeming Lao, Wenjing Xun, Li Yang, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Hao Yang, Ruikun Zhang, Liyuan Pan:
NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. CoRR abs/2604.10634 (2026) - [i95]Zheng Chen, Kai Liu, Jingkai Wang, Xianglong Yan, Jianze Li, Ziqing Zhang, Jue Gong, Jiatong Li, Lei Sun, Xiaoyang Liu, Radu Timofte, Yulun Zhang, Jihye Park, Yoonjin Im, Hyungju Chun, Hyunhee Park, MinKyu Park, Zheng Xie, Xiangyu Kong, Weijun Yuan, Zhan Li, Qiurong Song, Luen Zhu, Fengkai Zhang, Xinzhe Zhu, Junyang Chen, Congyu Wang, Yixin Yang, Zhaorun Zhou, Jiangxin Dong, Jinshan Pan, Shengwei Wang, Jiajie Ou, Baiang Li, Sizhuo Ma, Qiang Gao, Jusheng Zhang, Jian Wang, Keze Wang, Yijiao Liu, Yingsi Chen, Hui Li, Yu Wang, Congchao Zhu, Saeed Ahmad, Ik Hyun Lee, Jun Young Park, Ji Hwan Yoon, Kainan Yan, Zian Wang, Weibo Wang, Shihao Zou, Chao Dong, Wei Zhou, Linfeng Li, Jaeseong Lee, Jaeho Chae, Jinwoo Kim, Seonjoo Kim, Yucong Hong, Zhenming Yan, Junye Chen, Ruize Han, Song Wang, Yuxuan Jiang, Chengxi Zeng, Tianhao Peng, Fan Zhang, David Bull, Tongyao Mu, Qiong Cao, Yifan Wang, Youwei Pan, Leilei Cao, Xiaoping Peng, Wei Deng, Yifei Chen, Wenbo Xiong, Xian Hu, Yuxin Zhang, Xiaoyun Cheng, Yang Ji, Zonghao Chen, Zhihao Xue, Junqin Hu, Nihal Kumar, Snehal Singh Tomar, Klaus Mueller, Surya Vashisth, Prateek Shaily, Jayant Kumar, Hardik Sharma, Ashish Negi, Sachin Chaudhary, Akshay Dudhane, Praful Hambarde, Amit Shukla, Shijun Shi, Jiangning Zhang, et al.:
The Fourth Challenge on Image Super-Resolution (⨉4) at NTIRE 2026: Benchmark Results and Method Overview. CoRR abs/2604.14558 (2026) - [i94]