Yulun Zhang

Most-cited papers

Image Super-Resolution Using Very Deep Residual Channel Attention Networks
Yulun Zhang, Kunpeng Li, Kai Li, Lichen Wang +2 more
2018European Conference on Computer Vision5,615 citations Open access
Semantic Scholar
Residual Dense Network for Image Super-Resolution
Yulun Zhang, Ya-Peng Tian, Yu Kong, Bineng Zhong +1 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition4,019 citations Open access
Semantic Scholar
NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results
R. Timofte, E. Agustsson, L. Van Gool, Ming-Hsuan Yang +73 more
20172017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)1,968 citations Open access
Semantic Scholar
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion
Zixiang Zhao, Hao Bai, Jiang-She Zhang, Yulun Zhang +4 more
2022Computer Vision and Pattern Recognition1,013 citations Open access
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Residual Dense Network for Image Restoration
Yulun Zhang, Ya-Peng Tian, Yu Kong, Bineng Zhong +1 more
2018IEEE Transactions on Pattern Analysis and Machine Intelligence868 citations Open access
Semantic Scholar
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement
Yuan-Hao Cai, Hao Bian, Jing Lin, Hao-Qian Wang +2 more
2023IEEE International Conference on Computer Vision833 citations Open access
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Residual Non-local Attention Networks for Image Restoration
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong +1 more
2019International Conference on Learning Representations797 citations
Semantic Scholar
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution
Ya-Peng Tian, Yulun Zhang, Y. Fu, Chen-Liang Xu
2018Computer Vision and Pattern Recognition655 citations Open access
Semantic Scholar
Visual Semantic Reasoning for Image-Text Matching
Kunpeng Li, Yulun Zhang, K. Li, Yuanyuan Li +1 more
2019IEEE International Conference on Computer Vision630 citations Open access
Semantic Scholar
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion
Zixiang Zhao, Hao Bai, Yuan-Zhi Zhu, Jiang-She Zhang +6 more
2023IEEE International Conference on Computer Vision492 citations Open access
Semantic Scholar
DiffIR: Efficient Diffusion Model for Image Restoration
Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang +4 more
2023IEEE International Conference on Computer Vision485 citations Open access
Semantic Scholar
Dual Aggregation Transformer for Image Super-Resolution
Zheng Chen, Yulun Zhang, Jinjin Gu, L. Kong +2 more
2023IEEE International Conference on Computer Vision422 citations Open access
Semantic Scholar
Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction
Chun-Ming He, Kai Li, Ya-Chao Zhang, Long-Xiang Tang +3 more
2023Computer Vision and Pattern Recognition411 citations
Semantic Scholar
LSDIR: A Large Scale Dataset for Image Restoration
Yawei Li, K. Zhang, Jingyun Liang, Jiezhang Cao +9 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)313 citations
Semantic Scholar
Equivariant Multi-Modality Image Fusion
Zixiang Zhao, Hao Bai, Jiang-She Zhang, Yulun Zhang +5 more
2023Computer Vision and Pattern Recognition307 citations Open access
Semantic Scholar
Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution
Xiaoyu Xiang, Ya-Peng Tian, Yulun Zhang, Y. Fu +2 more
2020Computer Vision and Pattern Recognition214 citations Open access
Semantic Scholar
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping
Chun-Ming He, Kai Li, Ya-Chao Zhang, Guoxia Xu +4 more
2023Neural Information Processing Systems211 citations Open access
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Channel Splitting Network for Single MR Image Super-Resolution
Xiaole Zhao, Yulun Zhang, Zhang Tao, Xueming Zou
2018IEEE Transactions on Image Processing174 citations Open access
Semantic Scholar
Accurate Image Restoration with Attention Retractable Transformer
Jiale Zhang, Yulun Zhang, Jinjin Gu, Yong-Bing Zhang +2 more
2022International Conference on Learning Representations170 citations Open access
Semantic Scholar
Spatial-Spectral Transformer for Hyperspectral Image Denoising
Miaoyu Li, Ying Fu, Yulun Zhang
2022AAAI Conference on Artificial Intelligence136 citations Open access
Semantic Scholar
Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising
Miaoyu Li, Ji Liu, Ying Fu, Yulun Zhang +1 more
2023Computer Vision and Pattern Recognition126 citations Open access
Semantic Scholar
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution
Jiezhang Cao, Qin Wang, Yongqin Xian, Yawei Li +6 more
2022Computer Vision and Pattern Recognition125 citations Open access
Semantic Scholar
Reference-based Image Super-Resolution with Deformable Attention Transformer
Jiezhang Cao, Jingyun Liang, K. Zhang, Yawei Li +3 more
2022European Conference on Computer Vision122 citations Open access
Semantic Scholar
NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results
Yawei Li, Yulun Zhang, R. Timofte, L. Van Gool +131 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)117 citations
Semantic Scholar
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising
Zichun Wang, Ying Fu, Ji Liu, Yulun Zhang
2023Computer Vision and Pattern Recognition103 citations Open access
Semantic Scholar
No One Left Behind: Real-World Federated Class-Incremental Learning
Jia-Hua Dong, Hong-Liu Li, Cong Yang, Gan Sun +2 more
2023IEEE Transactions on Pattern Analysis and Machine Intelligence103 citations Open access
Semantic Scholar
Recursive Generalization Transformer for Image Super-Resolution
Zheng Chen, Yulun Zhang, Jinjin Gu, L. Kong +1 more
2023International Conference on Learning Representations99 citations Open access
Semantic Scholar
Multimodal Style Transfer via Graph Cuts
Yulun Zhang, Chen Fang, Yi-Lin Wang, Zhao-Wen Wang +3 more
2019IEEE International Conference on Computer Vision97 citations Open access
Semantic Scholar
Lattice Network for Lightweight Image Restoration
Xiao-Tong Luo, Yan-Yun Qu, Yuan Xie, Yulun Zhang +2 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence92 citations
Semantic Scholar
Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction
Miaoyu Li, Ying Fu, Ji Liu, Yulun Zhang
2023IEEE International Conference on Computer Vision89 citations Open access
Semantic Scholar
Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation
Chang Liu, Henghui Ding, Yulun Zhang, Xudong Jiang
2023IEEE Transactions on Image Processing85 citations Open access
Semantic Scholar
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance
Chun-Ming He, Kai Li, Guoxia Xu, Jiangpeng Yan +4 more
2023arXiv.org83 citations Open access
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Fine-Grained Spatial Alignment Model for Person Re-Identification With Focal Triplet Loss
Qinqin Zhou, Bineng Zhong, Xiangyuan Lan, Gan Sun +3 more
2020IEEE Transactions on Image Processing83 citations
Semantic Scholar
Mutual Information-driven Triple Interaction Network for Efficient Image Dehazing
Hao Shen, Zhong-Qiu Zhao, Yulun Zhang, Zhao Zhang
2023ACM Multimedia81 citations Open access
Semantic Scholar
Deep Alignment Network Based Multi-Person Tracking With Occlusion and Motion Reasoning
Qinqin Zhou, Bineng Zhong, Yulun Zhang, Jun Yu Li +1 more
2019IEEE transactions on multimedia81 citations
Semantic Scholar
Xformer: Hybrid X-Shaped Transformer for Image Denoising
Jiale Zhang, Yulun Zhang, Jinjin Gu, Jia-Hua Dong +2 more
2023International Conference on Learning Representations75 citations Open access
Semantic Scholar
Hierarchical Tracking by Reinforcement Learning-Based Searching and Coarse-to-Fine Verifying
Bineng Zhong, Bing Bai, Jun Li, Yulun Zhang +1 more
2019IEEE Transactions on Image Processing71 citations Open access
Semantic Scholar
Cross-Modality High-Frequency Transformer for MR Image Super-Resolution
Chaowei Fang, Di Zhang, Liang Wang, Yulun Zhang +2 more
2022ACM Multimedia69 citations Open access
Semantic Scholar
Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
Yulun Zhang, Huan Wang, Can Qin, Yun Fu
2022International Conference on Learning Representations66 citations
Semantic Scholar
NTIRE 2023 Challenge on Image Super-Resolution (×4): Methods and Results
Yulun Zhang, K. Zhang, Zheng Chen, Yawei Li +74 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)64 citations
Semantic Scholar
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution
Zixiang Zhao, Jiang-She Zhang, X. Gu, Cheng-Li Tan +4 more
2023IEEE International Conference on Computer Vision64 citations Open access
Semantic Scholar
NTIRE 2023 Challenge on Image Denoising: Methods and Results
Yawei Li, Yulun Zhang, R. Timofte, L. Van Gool +77 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)60 citations
Semantic Scholar
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
Bin Xia, Yulun Zhang, Yitong Wang, Ya-Peng Tian +3 more
2022International Conference on Learning Representations57 citations Open access
Semantic Scholar
Alignment-free HDR Deghosting with Semantics Consistent Transformer
S. Tel, Zongwei Wu, Yulun Zhang, Barthélémy Heyrman +3 more
2023IEEE International Conference on Computer Vision56 citations Open access
Semantic Scholar
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher
Long-Xiang Tang, Kai Li, Chun-Ming He, Yulun Zhang +1 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention48 citations Open access
Semantic Scholar
NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results
S. Nah, R. Timofte, Shu-Hang Gu, Sungyong Baik +56 more
20192019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)45 citations
Semantic Scholar
Exponential decay sine wave learning rate for fast deep neural network training
Wangpeng An, Hao-Qian Wang, Yulun Zhang, Qiong-Hai Dai
2017Visual Communications and Image Processing42 citations
Semantic Scholar
Structured Sparsity Learning for Efficient Video Super-Resolution
Bin Xia, Jing-Wen He, Yulun Zhang, Yitong Wang +3 more
2022Computer Vision and Pattern Recognition40 citations Open access
Semantic Scholar
Meta-Learning-Based Degradation Representation for Blind Super-Resolution
Bin Xia, Ya-Peng Tian, Yulun Zhang, Yucheng Hang +2 more
2022IEEE Transactions on Image Processing39 citations Open access
Semantic Scholar
Joint Super-Resolution and Alignment of Tiny Faces
Yu Yin, Joseph P. Robinson, Yulun Zhang, Y. Fu
2019AAAI Conference on Artificial Intelligence39 citations Open access
Semantic Scholar