PhotoFramer: Multi-modal Image Composition Instruction
Zhiyuan You, Ke Wang, He Zhang, Xin Cai, Jinjin Gu, Tianfan Xue, Chao Dong, Zhoutong Zhang
IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2025
Enhancing Descriptive Image Quality Assessment with A Large-scale Multi-modal Dataset
Zhiyuan You, Jinjin Gu, Xin Cai, Zheyuan Li, Kaiwen Zhu, Chao Dong, Tianfan Xue
IEEE Transactions on Image Processing (TIP), 2025
HAT: Hybrid Attention Transformer for Image Restoration
Xiangyu Chen, Xintao Wang, Wenlong Zhang, Xiangtao Kong, Yu Qiao, Jiantao Zhou, Chao Dong
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation
Xiangyu Chen, Zheyuan Li, Zhengwen Zhang, Jimmy S. Ren, Yihao Liu, Jingwen He, Yu Qiao, Jiantao Zhou, Chao Dong
IEEE Transactions on Multimedia (TMM), 2025
Harnessing diffusion-yielded score priors for image restoration
Xinqi Lin, Fanghua Yu, Jinfan Hu, Zhiyuan You, Wu Shi, Jimmy S. Ren, Jinjin Gu, Chao Dong
ACM SIGGRAPH Asia, 2025
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T) Complexity
Shihao Zou, Qingfeng Li, Wei Ji, Jingjing Li, Yongkui Yang, Guoqi Li, Chao Dong
International Conference on Machine Learning (ICML), 2025
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting
Liangbin Xie, Daniil Pakhomov, Zhonghao Wang, Zongze Wu, Ziyan Chen, Yuqian Zhou, Haitian Zheng, Zhifei Zhang, Zhe Lin, Jiantao Zhou, Chao Dong
IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores using Score Distribution
Zhiyuan You, Xin Cai, Jinjin Gu, Tianfan Xue, Chao Dong
IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2025
Interpreting Low-level Vision Models with Causal Effect Maps
Jinfan Hu, Jinjin Gu, Shiyao Yu, Fanghua Yu, Zheyuan Li, Zhiyuan You, Chaochao Lu, Chao Dong
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Diffbir: Toward blind image restoration with generative diffusion prior
Xinqi Lin, Jingwen He, Ziyan Chen, Zhaoyang Lyu, Bo Dai, Fanghua Yu, Yu Qiao, Wanli Ouyang, Chao Dong
European Conference on Computer Vision (ECCV), 2024
Depicting Beyond Scores: Advancing Image Quality Assessment Through Multi-modal Language Models
Zhiyuan You, Zheyuan Li, Jinjin Gu, Zhenfei Yin, Tianfan Xue, Chao Dong
European Conference on Computer Vision (ECCV), 2024
A Comparative Study of Image Restoration Networks for General Backbone Network Design
Xiangyu Chen, Zheyuan Li, Yuandong Pu, Yihao Liu, Jiantao Zhou, Yu Qiao, Chao Dong
The European Conference on Computer Vision(ECCV), 2024
Unifying Image Processing as Visual Prompting Question Answering
Yihao Liu, Xiangyu Chen, Xianzheng Ma, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong
International Conference on Machine Learning(ICML), 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
Fanghua Yu, Jinjin Gu, Zheyuan Li, Jinfan Hu, Xiangtao Kong, Xintao Wang, Jingwen He, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition(CVPR), 2024
SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models
Yuzhou Huang, Liangbin Xie, Xintao Wang, Ziyang Yuan, Xiaodong Cun, Yixiao Ge, Jiantao Zhou, Chao Dong, Rui Huang, Ruimao Zhang, Ying Shan
Computer Vision and Pattern Recognition(CVPR), 2024
SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution
Wenlong Zhang, Xiaohui Li, Xiangyu Chen, Yu Qiao, Xiao-Ming Wu, Chao Dong
International Conference on Learning Representations (ICLR spotlight), 2024
Real-World Image Super-Resolution as Multi-Task Learning
Wenlong Zhang, Xiaohui Li, Guangyuan Shi, Xiangyu Chen, Yu Qiao, Xiao-Ming Wu, Chao Dong
Conference and Workshop on Neural Information Processing Systems(NeurIPS), 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior
Xinqi Lin, Jingwen He, Ziyan Chen, Zhaoyang Lyu, Ben Fei, Bo Dai, Wanli Ouyang, Yu Qiao, Chao Dong
ArXiv, 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
Jinjin Gu, Xianzheng Ma, Xiangtao Kong, Yu Qiao, Chao Dong
Conference and Workshop on Neural Information Processing Systems(NeurIPS), 2023
Evaluating the Generalization Ability of Super-Resolution Networks
Yihao Liu, Hengyuan Zhao, Jinjin Gu, Yu Qiao, Chao Dong
IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models
Liangbin Xie, Xintao Wang, Xiangyu Chen, Gen Li, Ying Shan, Jiantao Zhou, Chao Dong
International Conference on Machine Learning (ICML), 2023
DegAE: A New Pretraining Paradigm for Low-level Vision
Yihao Liu, Jingwen He, Jinjin Gu, Xiangtao Kong, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition (CVPR highlight), 2023
Activating More Pixels in Image Super-Resolution Transformer
Xiangyu Chen, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition (CVPR), 2023
OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer
Fanghua Yu, Xintao Wang, Mingdeng Cao, Gen Li, Ying Shan, Chao Dong
Computer Vision and Pattern Recognition (CVPR), 2023
Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning
Yihao Liu, Hengyuan Zhao, Kelvin C.K. Chan, Xintao Wang, Chen Change Loy, Yu Qiao, Chao Dong
Computational Visual Media (CVMJ), 2023
Mitigating Artifacts in Real-World Video Super-Resolution Models
Liangbin Xie, Xintao Wang, Honglun Zhang, Chao Dong, Ying Shan
AAAI Conference on Artificial Intelligence (AAAI), 2022
Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline
Guocheng Qian, Yuanhao Wang, Jinjin Gu, Chao Dong, Wolfgang Heidrich1 , Bernard Ghanem1 , Jimmy S. Ren
IEEE International Conference on Computational Photography (ICCP), 2022
UDC-UNet: Under-Display Camera Image Restoration via U-shape Dynamic Network
Xina Liu, Jinfan Hu, Xiangyu Chen, Chao Dong
The European Conference on Computer Vision, MIPI Workshop (ECCVW), 2022
Efficient Image Super-Resolution using Vast-Receptive-Field Attention
Lin Zhou, Haoming Cai, Jinjin Gu, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Yu Qiao, Chao Dong
The European Conference on Computer Vision Workshop (ECCVW), 2022
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies
Li Siyao, Yuhang Li, Bo Li, Chao Dong, Ziwei Liu, Chen Change Loy
NeurIPS 2022 Datasets and Benchmarks Track
Rethinking Alignment in Video Super-Resolution Transformers
Shuwei Shi, Jinjin Gu, Liangbin Xie, Xintao Wang, Yujiu Yang, Chao Dong
Conference and Workshop on Neural Information Processing Systems(NeurIPS), 2022
Blind Image Super-Resolution: A Survey and Beyond
Anran Liu, Yihao Liu, Jinjin Gu, Yu Qiao, Chao Dong
IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2022
Very Lightweight Photo Retouching Network with Conditional Sequential Modulation
Yihao Liu, Jingwen He, Xiangyu Chen, Zhengwen Zhang, Hengyuan Zhao, Chao Dong, Yu Qiao
IEEE Transactions on Multimedia (TMM), 2022
Fine-grained Face Editing via Personalized Spatial-aware Affine Modulation
Si Liu, Renda Bao, Defa Zhu, Shaofei Huang, Qiong Yan, Liang Lin, Chao Dong
IEEE Transactions on Multimedia (TMM), 2022
VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
GYuchao Gu, Xintao Wang, Liangbin Xie, Chao Dong, Gen Li, Ying Shan, Ming-Ming Cheng
The European Conference on Computer Vision (ECCV), 2022
NTIRE 2022 Challenge on Perceptual Image Quality Assessment
Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Radu Timofte, et al.
Computer Vision and Pattern Recognition Workshop (CVPRW), 2022
Blueprint Separable Residual Network for Efficient Image Super-Resolution
Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Jinjin Gu, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition Workshop (CVPRW), 2022
Metric Learning based Interactive Modulation for Real-World Super-Resolution
Chong Mou, Yanze Wu, Xintao Wang, Chao Dong, Jian Zhang, Ying Shan
The European Conference on Computer Vision (ECCV), 2022
RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization
Xintao Wang, Chao Dong, Ying Shan
ACM International Conference on Multimedia(ACM MM), 2022
A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds
Wenlong Zhang, Guangyuan Shi, Yihao Liu, Chao Dong, Xiao-Ming Wu
Computer Vision and Pattern Recognition Workshop (CVPRW), 2022
VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution
Liangbin Xie. Xintao Wang, Honglun Zhang, Chao Dong, Ying Shan
Computer Vision and Pattern Recognition Workshop (CVPRW), 2022
Blind Image Restoration Based on Cycle-Consistent Network
Shixiang Wu, Chao Dong, Yu Qiao
IEEE Transactions on Multimedia (TMM), 2022
GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors
Jingwen He, Wu Shi, Kai Chen, Lean Fu, Chao Dong
Computer Vision and Pattern Recognition (CVPR), 2022
Reflash Dropout in Image Super-Resolution
Xiangtao Kong, Xina Liu, Jinjin Gu, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition (CVPR), 2022
Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution
Liangbin Xie, Xintao Wang, Chao Dong, Zhongang Qi, Ying Shan
Conference and Workshop on Neural Information Processing Systems (NeurIPS Spotlight), 2021
Discovering Distinctive "Semantics" in Super-Resolution Networks
Yihao Liu, Anran Liu, Jinjin Gu, Zhipeng Zhang, Wenhao Wu, Yu Qiao, Chao Dong
arXiv, 2021
A New Journey from SDRTV to HDRTV
Xiangyu Chen, Zhengwen Zhang, Jimmy S. Ren, Lynhoo Tian, Yu Qiao, Chao Dong
International Conference on Computer Vision (ICCV), 2021
Interactive Multi-Dimension Modulation for Image Restoration
Jingwen He, Chao Dong, Liu Yihao, Yu Qiao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Path-Restore: Learning Network Path Selection for Image Restoration
Ke Yu, Xintao Wang, Chao Dong, Xiaoou Tang, Chen Change Loy
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data
Xintao Wang, Liangbin Xie, Chao Dong, Ying Shan
International Conference on Computer Vision Workshop (ICCVW), 2021
RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank
Wenlong Zhang, Yihao Liu, Chao Dong, Yu Qiao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Toward Interactive Modulation for Photo-Realistic Image Restoration
Haoming Cai, Jingwen He, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition Workshop (CVPRW), 2021
NTIRE 2021 Challenge on Perceptual Image Quality Assessment
Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte et al.
Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2021
HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization
Xiangyu Chen, Yihao Liu, Zhengwen Zhang, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2021
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy
Computer Vision and Pattern Recognition (CVPR), 2021
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic
Xiangtao Kong, Hengyuan Zhao, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition (CVPR), 2021
Interpreting Super-Resolution Networks with Local Attribution Maps
Jinjin Gu, Chao Dong
Computer Vision and Pattern Recognition (CVPR), 2021
Understanding Deformable Alignment in Video Super-Resolution
Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy
AAAI Conference on Artificial Intelligence (AAAI), 2021
Enhanced Quadratic Video Interpolation
Yihao Liu, Liangbin Xie, Li Siyao, Wenxiu Sun, Yu Qiao, Chao Dong
The European Conference on Computer Vision, AIM Workshop (ECCVW), 2020
Efficient Image Super-Resolution Using Pixel Attention
Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong
The European Conference on Computer Vision, AIM Workshop (ECCVW), 2020
Conditional Sequential Modulation for Efficient Global Image Retouching
Jingwen He, Yihao Liu, Yu Qiao, Chao Dong
The European Conference on Computer Vision (ECCV), 2020
Interactive Multi-dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
Jingwen He, Chao Dong, Yu Qiao
The European Conference on Computer Vision (ECCV), 2020
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration
Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy S. Ren, Chao Dong
The European Conference on Computer Vision (ECCV), 2020
RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution
Wenlong Zhang, Yihao Liu, Chao Dong, Yu Qiao
International Conference on Computer Vision, oral (ICCV oral), 2019
EDVR: Video Restoration With Enhanced Deformable Convolutional Networks
Xintao Wang, Kelvin C.K. Chan, Ke Yu, Chao Dong, Chen Change Loy
Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2019
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers
Jingwen He, Chao Dong, Yu Qiao
Computer Vision and Pattern Recognition, oral (CVPR oral), 2019
Suppressing Model Overfitting for Image Super-Resolution Networks
Ruicheng Feng, Jinjin Gu, Yu Qiao, Chao Dong
Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2019
Blind Super-Resolution With Iterative Kernel Correction
Jinjin Gu, Hannan Lu, Wangmeng Zuo, Chao Dong
Computer Vision and Pattern Recognition (CVPR), 2019
Deep Network Interpolation for Continuous Imagery Effect Transition
Xintao Wang, Ke Yu, Chao Dong, Xiaoou Tang, Chen Change Loy
Computer Vision and Pattern Recognition (CVPR), 2019
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Yu Qiao, Chen Change Loy
The European Conference on Computer Vision Workshop (ECCVW), 2018
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform
Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy
Computer Vision and Pattern Recognition (CVPR), 2018
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
Ke Yu, Chao Dong, Liang Lin, Chen Change Loy
Computer Vision and Pattern Recognition (CVPR), 2018
BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network
Tingting Li, Ruihe Qian, Chao Dong, Si Liu, Qiong Yan, Wenwu Zhu, Liang Lin
The 26th ACM international conference on Multimedia (ACM MM), 2018
Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks
Yuan Yuan, Siyuan Liu, Jiawei Zhang, Yongbing Zhang, Chao Dong, Liang Lin
Computer Vision and Pattern Recognition, NTIRE Workshop (CVPRW), 2018
Accelerating the Super-Resolution Convolutional Neural Network
Chao Dong, Chen Change Loy, Xiaoou Tang
The European Conference on Computer Vision (ECCV), 2016
Image Super-Resolution Using Deep Convolutional Networks
Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2016
Learning a Deep Convolutional Network for Image Super-Resolution
Chao Dong, Chen Change Loy, Kaiming He, Xiaoou Tang
The European Conference on Computer Vision (ECCV), 2014