Yulun Zhang

Most-cited papers

GAN Inversion: A Survey
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue +2 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence656 citations Open access
Semantic Scholar
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction
Yuanhao Cai, Jing Lin, Xiaowan Hu, Hao-Qian Wang +4 more
2021Computer Vision and Pattern Recognition429 citations Open access
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MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction
Yuan-Hao Cai, Jing Lin, Zudi Lin, Hao-Qian Wang +4 more
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)371 citations Open access
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LatticeNet: Towards Lightweight Image Super-Resolution with Lattice Block
Xiao-Tong Luo, Yuan Xie, Yulun Zhang, Yan-Yun Qu +2 more
2020European Conference on Computer Vision371 citations
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Adversarial Feature Hallucination Networks for Few-Shot Learning
K. Li, Yulun Zhang, Kunpeng Li, Y. Fu
2020Computer Vision and Pattern Recognition309 citations Open access
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Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis
K. Zhang, Yawei Li, Jingyun Liang, Jiezhang Cao +5 more
2022Machine Intelligence Research272 citations Open access
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HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging
Xiaowan Hu, Yuanhao Cai, Jing Lin, Hao-Qian Wang +4 more
2022Computer Vision and Pattern Recognition255 citations Open access
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Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging
Yuan-Hao Cai, Jing Lin, Hao-Qian Wang, Xin Yuan +4 more
2022Neural Information Processing Systems231 citations Open access
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Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction
Jing Lin, Yuan-Hao Cai, Xiaowan Hu, Hao-Qian Wang +4 more
2022European Conference on Computer Vision205 citations Open access
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Neural Pruning via Growing Regularization
Huan Wang, Can Qin, Yulun Zhang, Y. Fu
2020International Conference on Learning Representations199 citations
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NTIRE 2022 Spectral Recovery Challenge and Data Set
Boaz Arad, R. Timofte, Rony Yahel, Nimrod Morag +54 more
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)192 citations Open access
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Hierarchical Integration Diffusion Model for Realistic Image Deblurring
Zheng Chen, Yulun Zhang, Ding Liu, Bin Xia +3 more
2023Neural Information Processing Systems183 citations Open access
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Image-Text Embedding Learning via Visual and Textual Semantic Reasoning
Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li +1 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence149 citations
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Pyramid Attention Network for Image Restoration
Yi-Qun Mei, Yu-Chen Fan, Yulun Zhang, Jia-Hui Yu +5 more
2023International Journal of Computer Vision143 citations Open access
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Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution
Salma Abdel Magid, Yulun Zhang, D. Wei, Won-Dong Jang +3 more
2021IEEE International Conference on Computer Vision139 citations Open access
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MR Image Super-Resolution with Squeeze and Excitation Reasoning Attention Network
Yulun Zhang, Kai Li, Kunpeng Li, Y. Fu
2021Computer Vision and Pattern Recognition104 citations
Semantic Scholar
Pyramid Attention Networks for Image Restoration
Yi-Qun Mei, Yu-Chen Fan, Yulun Zhang, Jia-Hui Yu +5 more
2020arXiv.org101 citations
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Flow-Guided Sparse Transformer for Video Deblurring
Jing Lin, Yuan-Hao Cai, Xiaowan Hu, Hao-Qian Wang +6 more
2022International Conference on Machine Learning92 citations
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Hybrid Pixel-Unshuffled Network for Lightweight Image Super-Resolution
Bin Sun, Yulun Zhang, Songyao Jiang, Yun Fu
2022AAAI Conference on Artificial Intelligence84 citations Open access
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Recent Advances on Neural Network Pruning at Initialization
Huan Wang, Can Qin, Yue Bai, Yulun Zhang +1 more
2021International Joint Conference on Artificial Intelligence83 citations Open access
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Context Reasoning Attention Network for Image Super-Resolution
Yulun Zhang, D. Wei, Can Qin, Huan Wang +2 more
2021IEEE International Conference on Computer Vision82 citations
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Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training
Yuan-Hao Cai, Xiaowan Hu, Hao-Qian Wang, Yulun Zhang +2 more
2022Neural Information Processing Systems81 citations Open access
Semantic Scholar
Revisiting RCAN: Improved Training for Image Super-Resolution
Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid +5 more
2022arXiv.org75 citations
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Aligned Structured Sparsity Learning for Efficient Image Super-Resolution
Yulun Zhang, Huan Wang, Can Qin, Y. Fu
2021Neural Information Processing Systems72 citations
Semantic Scholar
CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution
Yongbing Zhang, Yulun Zhang, Jian Zhang, Qiong-Hai Dai
2016IEEE transactions on multimedia71 citations
Semantic Scholar
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation
Kai Li, Chang Liu, Han-Dong Zhao, Yulun Zhang +1 more
2021IEEE International Conference on Computer Vision69 citations Open access
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Binarized Spectral Compressive Imaging
Yuan-Yuan Cai, Yuxing Zheng, Jing Lin, Hao-Qian Wang +2 more
2023Neural Information Processing Systems54 citations Open access
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Wide Weighted Attention Multi-Scale Network for Accurate MR Image Super-Resolution
Hao-Qian Wang, Xiaowan Hu, Xiao-Le Zhao, Yulun Zhang
2022IEEE transactions on circuits and systems for video technology (Print)50 citations
Semantic Scholar
Accurate and Fast Image Denoising via Attention Guided Scaling
Yulun Zhang, Kunpeng Li, Kai Li, Gan Sun +2 more
2021IEEE Transactions on Image Processing47 citations
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Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation
Can Qin, Han-Dong Zhao, Lichen Wang, Huan Wang +2 more
2021Neural Information Processing Systems46 citations
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Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution
Huan Wang, Yulun Zhang, Can Qin, L. Van Gool +1 more
2023IEEE Transactions on Pattern Analysis and Machine Intelligence43 citations
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Neural Sparse Representation for Image Restoration
Yu-Chen Fan, Jia-Hui Yu, Yi-Qun Mei, Yulun Zhang +3 more
2020Neural Information Processing Systems41 citations
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Continual Multiview Task Learning via Deep Matrix Factorization
Gan Sun, Cong Yang, Yulun Zhang, Guo-Shuai Zhao +1 more
2020IEEE Transactions on Neural Networks and Learning Systems35 citations
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Self-Guided Deep Multiview Subspace Clustering via Consensus Affinity Regularization
Kai Li, Hong-Fu Liu, Yulun Zhang, Kunpeng Li +1 more
2021IEEE Transactions on Cybernetics33 citations
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Three-Dimensional Super-resolution Imaging of Single Nanoparticles Delivered by Pipettes.
Yun Yu, Vignesh Sundaresan, Sabyasachi Bandyopadhyay, Yulun Zhang +4 more
2017ACS Nano31 citations Open access
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Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration
Jing Lin, Xiaowan Hu, Yuan-Hao Cai, Hao-Qian Wang +4 more
2022International Conference on Machine Learning30 citations Open access
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Pseudo 3D Auto-Correlation Network for Real Image Denoising
Xiaowan Hu, Ruijun Ma, Zhihong Liu, Yuan-Hao Cai +3 more
2021Computer Vision and Pattern Recognition30 citations
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Texture Hallucination for Large-Factor Painting Super-Resolution
Yulun Zhang, Zhifei Zhang, S. DiVerdi, Zhao-Wen Wang +2 more
2019European Conference on Computer Vision29 citations Open access
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Emerging Paradigms of Neural Network Pruning
Haiquan Wang, Can Qin, Yulun Zhang, Y. Fu
2021arXiv.org28 citations
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Vehicle and Person Re-Identification With Support Neighbor Loss
K. Li, Zheng-Ming Ding, Kunpeng Li, Yulun Zhang +1 more
2020IEEE Transactions on Neural Networks and Learning Systems27 citations
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Towards Interpretable Video Super-Resolution via Alternating Optimization
Jiezhang Cao, Jingyun Liang, K. Zhang, Wen-Guan Wang +4 more
2022European Conference on Computer Vision25 citations Open access
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Recurrent Self-Supervised Video Denoising with Denser Receptive Field
Zichun Wang, Yulun Zhang, Debing Zhang, Ying Fu
2023ACM Multimedia19 citations Open access
Semantic Scholar
<inline-formula><tex-math notation="LaTeX">$S^{2}$</tex-math><alternatives><mml:math><mml:msup><mml:mi>S</mml:mi><mml:mn>2</mml:mn></mml:msup></mml:math><inline-graphic xlink:href="wang-ieq1-3543842.gif"/></alternatives></inline-formula>-Transformer for Mask-Aware Hyperspectral Image Reconstruction
Jiamian Wang, Kunpeng Li, Yulun Zhang, Xin Yuan +1 more
2025IEEE Transactions on Pattern Analysis and Machine Intelligence18 citations Open access
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Modeling Mask Uncertainty in Hyperspectral Image Reconstruction
Jiamian Wang, Yulun Zhang, Xin Yuan, Ziyi Meng +1 more
2021European Conference on Computer Vision13 citations Open access
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Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution
Xiao-Yu Xiang, Ya-Peng Tian, Yulun Zhang, Y. Fu +2 more
2021arXiv.org13 citations
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A New Backbone for Hyperspectral Image Reconstruction
Jiamian Wang, Yulun Zhang, Xin Yuan, Y. Fu +1 more
2021arXiv.org12 citations
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Pyramid Orthogonal Attention Network based on Dual Self-Similarity for Accurate Mr Image Super-Resolution
Xiaowan Hu, Hao-Qian Wang, Yuan-Hao Cai, Xiao-Le Zhao +1 more
2021IEEE International Conference on Multimedia and Expo11 citations
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Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution
Jiamian Wang, Huan Wang, Yulun Zhang, Yun Fu +1 more
2023IEEE International Conference on Computer Vision8 citations Open access
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Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging
Jiamian Wang, Zong-Jhe Wu, Yulun Zhang, Xin Yuan +2 more
2023Neural Information Processing Systems8 citations Open access
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Practical Real Video Denoising with Realistic Degradation Model
Jiezhang Cao, Qin Wang, Jingyun Liang, Yulun Zhang +2 more
2022arXiv.org8 citations Open access
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