Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection. - Chen Change Loy; Weng-Kin Lai; Chee Peng Lim (ICONIP (2), 2006)

Use of Circle-Segments as a Data Visualization Technique for Feature Selection in Pattern Classification. - Shir Li Wang; Chen Change Loy; Chee Peng Lim; Weng-Kin Lai; Kay Sin Tan (ICONIP (1), 2007)

Keystroke Patterns Classification Using the ARTMAP-FD Neural Network. - Chen Change Loy; Weng-Kin Lai; Chee Peng Lim (IIH-MSP, 2007)

Robust modular ARTMAP for multi-class shape recognition. - Chue Poh Tan; Chen Change Loy; Weng-Kin Lai; Chee Peng Lim (IJCNN, 2008)

Modelling Multi-object Activity by Gaussian Processes. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (BMVC, 2009)

Multi-camera activity correlation analysis. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (CVPR, 2009)

Modelling activity global temporal dependencies using Time Delayed Probabilistic Graphical Model. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (ICCV, 2009)

Stream-Based Active Unusual Event Detection. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (ACCV (1), 2010)

Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (Int. J. Comput. Vis., 2010)

Activity understanding and unusual event detection in surveillance videos. - Chen Change Loy (2010)

Security and Surveillance. - Shaogang Gong; Chen Change Loy; Tao Xiang 002 (Visual Analysis of Humans, 2011)

Detecting and discriminating behavioural anomalies. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (Pattern Recognit., 2011)

Feature Mining for Localised Crowd Counting. - Ke Chen 004; Chen Change Loy; Shaogang Gong; Tony Xiang (BMVC, 2012)

Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies. - Xiatian Zhu; Shaogang Gong; Chen Change Loy (BMVC, 2012)

Stream-based joint exploration-exploitation active learning. - Chen Change Loy; Timothy M. Hospedales; Tao Xiang 002; Shaogang Gong (CVPR, 2012)

Person Re-identification: What Features Are Important? - Chunxiao Liu; Shaogang Gong; Chen Change Loy; Xinggang Lin (ECCV Workshops (1), 2012)

Salient motion detection in crowded scenes. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (ISCCSP, 2012)

Incremental Activity Modeling in Multiple Disjoint Cameras. - Chen Change Loy; Tao Xiang 002; Shaogang Gong (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Crowd Counting and Profiling: Methodology and Evaluation. - Chen Change Loy; Ke Chen 004; Shaogang Gong; Tao Xiang 002 (Modeling, Simulation and Visual Analysis of Crowds, 2013)

Cumulative Attribute Space for Age and Crowd Density Estimation. - Ke Chen 004; Shaogang Gong; Tao Xiang 002; Chen Change Loy (CVPR, 2013)

POP: Person Re-identification Post-rank Optimisation. - Chunxiao Liu; Chen Change Loy; Shaogang Gong; Guijin Wang (ICCV, 2013)

From Semi-supervised to Transfer Counting of Crowds. - Chen Change Loy; Shaogang Gong; Tao Xiang 002 (ICCV, 2013)

Video Synopsis by Heterogeneous Multi-source Correlation. - Xiatian Zhu; Chen Change Loy; Shaogang Gong (ICCV, 2013)

Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles. - Xiatian Zhu; Chen Change Loy; Shaogang Gong (ICDM, 2013)

Person re-identification by manifold ranking. - Chen Change Loy; Chunxiao Liu; Shaogang Gong (ICIP, 2013)

Scene-Independent Group Profiling in Crowd. - Jing Shao; Chen Change Loy; Xiaogang Wang 001 (CVPR, 2014)

Constructing Robust Affinity Graphs for Spectral Clustering. - Xiatian Zhu; Chen Change Loy; Shaogang Gong (CVPR, 2014)

Learning a Deep Convolutional Network for Image Super-Resolution. - Chao Dong 005; Chen Change Loy; Kaiming He; Xiaoou Tang (ECCV (4), 2014)

Facial Landmark Detection by Deep Multi-task Learning. - Zhanpeng Zhang; Ping Luo 002; Chen Change Loy; Xiaoou Tang (ECCV (6), 2014)

Crowd Saliency Detection via Global Similarity Structure. - Mei Kuan Lim; Ven Jyn Kok; Chen Change Loy; Chee Seng Chan (ICPR, 2014)

Pedestrian Attribute Recognition At Far Distance. - Yubin Deng; Ping Luo 002; Chen Change Loy; Xiaoou Tang (ACM Multimedia, 2014)

DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection. - Wanli Ouyang; Ping Luo 002; Xingyu Zeng; Shi Qiu; Yonglong Tian; Hongsheng Li 001; Shuo Yang 003; Zhe Wang 006; Yuanjun Xiong; Chen Qian 006; Zhenyao Zhu; Ruohui Wang; et al. (CoRR, 2014)

Learning and Transferring Multi-task Deep Representation for Face Alignment. - Zhanpeng Zhang; Ping Luo 002; Chen Change Loy; Xiaoou Tang (CoRR, 2014)

Transferring Landmark Annotations for Cross-Dataset Face Alignment. - Shizhan Zhu; Cheng Li 009; Chen Change Loy; Xiaoou Tang (CoRR, 2014)

On-the-fly feature importance mining for person re-identification. - Chunxiao Liu; Shaogang Gong; Chen Change Loy (Pattern Recognit., 2014)

The Re-identification Challenge. - Shaogang Gong; Marco Cristani; Chen Change Loy; Timothy M. Hospedales (Person Re-Identification, 2014)

Evaluating Feature Importance for Re-identification. - Chunxiao Liu; Shaogang Gong; Chen Change Loy; Xinggang Lin (Person Re-Identification, 2014)

Deep Representation Learning with Target Coding. - Shuo Yang 003; Ping Luo 002; Chen Change Loy; Kenneth W. Shum; Xiaoou Tang (AAAI, 2015)

DeepID-Net: Deformable deep convolutional neural networks for object detection. - Wanli Ouyang; Xiaogang Wang 001; Xingyu Zeng; Shi Qiu; Ping Luo 002; Yonglong Tian; Hongsheng Li 001; Shuo Yang 003; Zhe Wang 006; Chen Change Loy; Xiaoou Tang (CVPR, 2015)

Deeply learned attributes for crowded scene understanding. - Jing Shao; Kai Kang; Chen Change Loy; Xiaogang Wang 001 (CVPR, 2015)

A large-scale car dataset for fine-grained categorization and verification. - Linjie Yang; Ping Luo 002; Chen Change Loy; Xiaoou Tang (CVPR, 2015)

Face alignment by coarse-to-fine shape searching. - Shizhan Zhu; Cheng Li 009; Chen Change Loy; Xiaoou Tang (CVPR, 2015)

Compression Artifacts Reduction by a Deep Convolutional Network. - Chao Dong 005; Yubin Deng; Chen Change Loy; Xiaoou Tang (ICCV, 2015)

Semantic Image Segmentation via Deep Parsing Network. - Ziwei Liu 002; Xiaoxiao Li; Ping Luo 002; Chen Change Loy; Xiaoou Tang (ICCV, 2015)

From Facial Parts Responses to Face Detection: A Deep Learning Approach. - Shuo Yang 003; Ping Luo 002; Chen Change Loy; Xiaoou Tang (ICCV, 2015)

Learning Social Relation Traits from Face Images. - Zhanpeng Zhang; Ping Luo 002; Chen Change Loy; Xiaoou Tang (ICCV, 2015)

Learning to Recognize Pedestrian Attribute. - Yubin Deng; Ping Luo 002; Chen Change Loy; Xiaoou Tang (CoRR, 2015)

Boosting Optical Character Recognition: A Super-Resolution Approach. - Chao Dong 005; Ximei Zhu; Yubin Deng; Chen Change Loy; Yu Qiao 001 (CoRR, 2015)

An Empirical Study of Recent Face Alignment Methods. - Heng Yang 001; Xuhui Jia; Chen Change Loy; Peter Robinson 001 (CoRR, 2015)

Multi-Source Video Summarisation. - Xiatian Zhu; Chen Change Loy; Shaogang Gong (CoRR, 2015)

Towards Arbitrary-View Face Alignment by Recommendation Trees. - Shizhan Zhu; Cheng Li 009; Chen Change Loy; Xiaoou Tang (CoRR, 2015)

Reading Scene Text in Deep Convolutional Sequences. - Pan He; Weilin Huang; Yu Qiao 001; Chen Change Loy; Xiaoou Tang (AAAI, 2016)

Pedestrian Color Naming via Convolutional Neural Network. - Zhiyi Cheng; Xiaoxiao Li; Chen Change Loy (ACCV (2), 2016)

Learning Deep Representation for Imbalanced Classification. - Chen Huang 001; Yining Li; Chen Change Loy; Xiaoou Tang (CVPR, 2016)

Unsupervised Learning of Discriminative Attributes and Visual Representations. - Chen Huang 001; Chen Change Loy; Xiaoou Tang (CVPR, 2016)

Slicing Convolutional Neural Network for Crowd Video Understanding. - Jing Shao; Chen Change Loy; Kai Kang; Xiaogang Wang 001 (CVPR, 2016)

WIDER FACE: A Face Detection Benchmark. - Shuo Yang 003; Ping Luo 002; Chen Change Loy; Xiaoou Tang (CVPR, 2016)

Sketch Me That Shoe. - Qian Yu; Feng Liu 036; Yi-Zhe Song; Tao Xiang 002; Timothy M. Hospedales; Chen Change Loy (CVPR, 2016)

Unconstrained Face Alignment via Cascaded Compositional Learning. - Shizhan Zhu; Cheng Li 009; Chen Change Loy; Xiaoou Tang (CVPR, 2016)

Accelerating the Super-Resolution Convolutional Neural Network. - Chao Dong 005; Chen Change Loy; Xiaoou Tang (ECCV (2), 2016)

Depth Map Super-Resolution by Deep Multi-Scale Guidance. - Tak-Wai Hui; Chen Change Loy; Xiaoou Tang (ECCV (3), 2016)

Human Attribute Recognition by Deep Hierarchical Contexts. - Yining Li; Chen Huang 001; Chen Change Loy; Xiaoou Tang (ECCV (6), 2016)

Deep Specialized Network for Illuminant Estimation. - Wu Shi; Chen Change Loy; Xiaoou Tang (ECCV (4), 2016)

Joint Face Representation Adaptation and Clustering in Videos. - Zhanpeng Zhang; Ping Luo 002; Chen Change Loy; Xiaoou Tang (ECCV (3), 2016)

Deep Cascaded Bi-Network for Face Hallucination. - Shizhan Zhu; Sifei Liu; Chen Change Loy; Xiaoou Tang (ECCV (5), 2016)

Towards robust color recovery for high-capacity color QR codes. - Zhibo Yang 002; Zhiyi Cheng; Chen Change Loy; Wing Cheong Lau; Chak Man Li; Guanchen Li (ICIP, 2016)

Local Similarity-Aware Deep Feature Embedding. - Chen Huang 001; Chen Change Loy; Xiaoou Tang (NIPS, 2016)

Deep Convolution Networks for Compression Artifacts Reduction. - Ke Yu; Chao Dong 005; Chen Change Loy; Xiaoou Tang (CoRR, 2016)

Learning from Multiple Sources for Video Summarisation. - Xiatian Zhu; Chen Change Loy; Shaogang Gong (Int. J. Comput. Vis., 2016)

A survey on heterogeneous face recognition: Sketch, infra-red, 3D and low-resolution. - Shuxin Ouyang; Timothy M. Hospedales; Yi-Zhe Song; Xueming Li; Chen Change Loy; Xiaogang Wang 001 (Image Vis. Comput., 2016)

Image Super-Resolution Using Deep Convolutional Networks. - Chao Dong 005; Chen Change Loy; Kaiming He; Xiaoou Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Learning Deep Representation for Face Alignment with Auxiliary Attributes. - Zhanpeng Zhang; Ping Luo 002; Chen Change Loy; Xiaoou Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Constrained Clustering With Imperfect Oracles. - Xiatian Zhu; Chen Change Loy; Shaogang Gong (IEEE Trans. Neural Networks Learn. Syst., 2016)

Deep Learning for Scene-Independent Crowd Analysis. - Xiaogang Wang 001; Chen Change Loy (Group and Crowd Behavior for Computer Vision, 2017)

Quantifying Facial Age by Posterior of Age Comparisons. - Yunxuan Zhang; Li Liu; Cheng Li 009; Chen Change Loy (BMVC, 2017)

Discover and Learn New Objects from Documentaries. - Kai Chen 026; Hang Song; Chen Change Loy; Dahua Lin (CVPR, 2017)

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade. - Xiaoxiao Li; Ziwei Liu 002; Ping Luo 002; Chen Change Loy; Xiaoou Tang (CVPR, 2017)

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. - Radu Timofte; Eirikur Agustsson; Luc Van Gool; Ming-Hsuan Yang 001; Lei Zhang 006; Bee Lim; Sanghyun Son 002; Heewon Kim; Seungjun Nah; Kyoung Mu Lee; Xintao Wang 002; Yapeng Tian; et al. (CVPR Workshops, 2017)

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks. - Xingcheng Zhang; Zhizhong Li 002; Chen Change Loy; Dahua Lin (CVPR, 2017)

Learning to Disambiguate by Asking Discriminative Questions. - Yining Li; Chen Huang 001; Xiaoou Tang; Chen Change Loy (ICCV, 2017)

Be Your Own Prada: Fashion Synthesis with Structural Coherence. - Shizhan Zhu; Sanja Fidler; Raquel Urtasun; Dahua Lin; Chen Change Loy (ICCV, 2017)

Face Detection through Scale-Friendly Deep Convolutional Networks. - Shuo Yang 003; Yuanjun Xiong; Chen Change Loy; Xiaoou Tang (CoRR, 2017)

Video Object Segmentation with Re-identification. - Xiaoxiao Li; Yuankai Qi; Zhe Wang 006; Kai Chen 026; Ziwei Liu 002; Jianping Shi; Ping Luo 002; Xiaoou Tang; Chen Change Loy (CoRR, 2017)

Image and Video Understanding in Big Data. - Vittorio Murino; Shaogang Gong; Chen Change Loy; Loris Bazzani (Comput. Vis. Image Underst., 2017)

Development of fine-grained pill identification algorithm using deep convolutional network. - Yuen Fei Wong; Hoi Ting Ng; Kit Yee Leung; Ka Yan Chan; Sau Yi Chan; Chen Change Loy (J. Biomed. Informatics, 2017)

DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks. - Wanli Ouyang; Xingyu Zeng; Xiaogang Wang 001; Shi Qiu; Ping Luo 002; Yonglong Tian; Hongsheng Li 001; Shuo Yang 003; Zhe Wang 006; Hongyang Li 001; Kun Wang; Junjie Yan; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Image Aesthetic Assessment: An experimental survey. - Yubin Deng; Chen Change Loy; Xiaoou Tang (IEEE Signal Process. Mag., 2017)

Crowded Scene Understanding by Deeply Learned Volumetric Slices. - Jing Shao; Chen Change Loy; Kai Kang; Xiaogang Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

Learning Scene-Independent Group Descriptors for Crowd Understanding. - Jing Shao; Chen Change Loy; Xiaogang Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

Merge or Not? Learning to Group Faces via Imitation Learning. - Yue He; Kaidi Cao; Cheng Li 009; Chen Change Loy (AAAI, 2018)

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation. - Xiaohang Zhan; Ziwei Liu 002; Ping Luo 002; Xiaoou Tang; Chen Change Loy (AAAI, 2018)

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping. - Kaidi Cao; Yu Rong 003; Cheng Li 009; Xiaoou Tang; Chen Change Loy (CVPR, 2018)

Optimizing Video Object Detection via a Scale-Time Lattice. - Kai Chen 026; Jiaqi Wang 003; Shuo Yang 003; Xingcheng Zhang; Yuanjun Xiong; Chen Change Loy; Dahua Lin (CVPR, 2018)

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation. - Tak-Wai Hui; Xiaoou Tang; Chen Change Loy (CVPR, 2018)

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform. - Xintao Wang 002; Ke Yu; Chao Dong 005; Chen Change Loy (CVPR, 2018)

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning. - Ke Yu; Chao Dong 005; Liang Lin; Chen Change Loy (CVPR, 2018)

Lifelong Learning via Progressive Distillation and Retrospection. - Saihui Hou; Xinyu Pan; Chen Change Loy; Zilei Wang; Dahua Lin (ECCV (3), 2018)

Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation. - Xiaoxiao Li; Chen Change Loy (ECCV (3), 2018)

The Devil of Face Recognition Is in the Noise. - Fei Wang 032; Liren Chen; Cheng Li 009; Shiyao Huang; Yanjie Chen; Chen Qian 006; Chen Change Loy (ECCV (9), 2018)

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks. - Xintao Wang 002; Ke Yu; Shixiang Wu; Jinjin Gu; Yihao Liu 001; Chao Dong 005; Yu Qiao 001; Chen Change Loy (ECCV Workshops (5), 2018)

ReenactGAN: Learning to Reenact Faces via Boundary Transfer. - Wayne Wu; Yunxuan Zhang; Cheng Li 009; Chen Qian 006; Chen Change Loy (ECCV (1), 2018)

Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition. - Guojun Yin; Lu Sheng; Bin Liu 016; Nenghai Yu; Xiaogang Wang 001; Jing Shao; Chen Change Loy (ECCV (3), 2018)

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition. - Xiaohang Zhan; Ziwei Liu 002; Junjie Yan; Dahua Lin; Chen Change Loy (ECCV (9), 2018)

PSANet: Point-wise Spatial Attention Network for Scene Parsing. - Hengshuang Zhao; Yi Zhang 039; Shu Liu 005; Jianping Shi; Chen Change Loy; Dahua Lin; Jiaya Jia (ECCV (9), 2018)

Fusing Object Context to Detect Functional Area for Cognitive Robots. - Hui Cheng; Junhao Cai; Quande Liu; Zhanpeng Zhang; Kai Yang 001; Chen Change Loy; Liang Lin (ICRA, 2018)

Aesthetic-Driven Image Enhancement by Adversarial Learning. - Yubin Deng; Chen Change Loy; Xiaoou Tang (ACM Multimedia, 2018)

Non-Local Recurrent Network for Image Restoration. - Ding Liu 001; Bihan Wen; Yuchen Fan; Chen Change Loy; Thomas S. Huang (NeurIPS, 2018)

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks. - Xintao Wang 002; Ke Yu; Shixiang Wu; Jinjin Gu; Yihao Liu 001; Chao Dong 005; Chen Change Loy; Yu Qiao 001; Xiaoou Tang (CoRR, 2018)

Improving On-policy Learning with Statistical Reward Accumulation. - Yubin Deng; Ke Yu; Dahua Lin; Xiaoou Tang; Chen Change Loy (CoRR, 2018)

Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer. - Mengya Gao; Yujun Shen; Quanquan Li; Chen Change Loy; Xiaoou Tang (CoRR, 2018)

From Facial Expression Recognition to Interpersonal Relation Prediction. - Zhanpeng Zhang; Ping Luo 002; Chen Change Loy; Xiaoou Tang (Int. J. Comput. Vis., 2018)

Deep Learning Markov Random Field for Semantic Segmentation. - Ziwei Liu 002; Xiaoxiao Li; Ping Luo 002; Chen Change Loy; Xiaoou Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Faceness-Net: Face Detection through Deep Facial Part Responses. - Shuo Yang 003; Ping Luo 002; Chen Change Loy; Xiaoou Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications. - Zhibo Yang 002; Huanle Xu; Jianyuan Deng; Chen Change Loy; Wing Cheong Lau (IEEE Trans. Image Process., 2018)

Discriminative Sparse Neighbor Approximation for Imbalanced Learning. - Chen Huang 001; Chen Change Loy; Xiaoou Tang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks. - Yuenan Hou; Zheng Ma 008; Chunxiao Liu; Chen Change Loy (AAAI, 2019)

Instance-Level Facial Attributes Transfer with Geometry-Aware Flow. - Weidong Yin; Ziwei Liu 002; Chen Change Loy (AAAI, 2019)

One-shot Face Reenactment. - Yunxuan Zhang; Siwei Zhang; Yue He; Cheng Li 009; Chen Change Loy; Ziwei Liu 002 (BMVC, 2019)

Hybrid Task Cascade for Instance Segmentation. - Kai Chen 026; Jiangmiao Pang; Jiaqi Wang 003; Yu Xiong; Xiaoxiao Li; Shuyang Sun; Wansen Feng; Ziwei Liu 002; Jianping Shi; Wanli Ouyang; Chen Change Loy; Dahua Lin (CVPR, 2019)

Learning a Unified Classifier Incrementally via Rebalancing. - Saihui Hou; Xinyu Pan; Chen Change Loy; Zilei Wang; Dahua Lin (CVPR, 2019)

Dense Intrinsic Appearance Flow for Human Pose Transfer. - Yining Li; Chen Huang 001; Chen Change Loy (CVPR, 2019)

NTIRE 2019 Challenge on Video Deblurring: Methods and Results. - Seungjun Nah; Radu Timofte; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; Chen Change Loy; et al. (CVPR Workshops, 2019)

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results. - Seungjun Nah; Radu Timofte; Shuhang Gu; Sungyong Baik; Seokil Hong; Gyeongsik Moon; Sanghyun Son 002; Kyoung Mu Lee; Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; et al. (CVPR Workshops, 2019)

EDVR: Video Restoration With Enhanced Deformable Convolutional Networks. - Xintao Wang 002; Kelvin C. K. Chan; Ke Yu; Chao Dong 005; Chen Change Loy (CVPR Workshops, 2019)

Region Proposal by Guided Anchoring. - Jiaqi Wang 003; Kai Chen 026; Shuo Yang 003; Chen Change Loy; Dahua Lin (CVPR, 2019)

Deep Network Interpolation for Continuous Imagery Effect Transition. - Xintao Wang 002; Ke Yu; Chao Dong 005; Xiaoou Tang; Chen Change Loy (CVPR, 2019)

TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation. - Wayne Wu; Kaidi Cao; Cheng Li 009; Chen Qian 006; Chen Change Loy (CVPR, 2019)

Deep Flow-Guided Video Inpainting. - Rui Xu 014; Xiaoxiao Li; Bolei Zhou; Chen Change Loy (CVPR, 2019)

Learning to Cluster Faces on an Affinity Graph. - Lei Yang 045; Xiaohang Zhan; Dapeng Chen; Junjie Yan; Chen Change Loy; Dahua Lin (CVPR, 2019)

Self-Supervised Learning via Conditional Motion Propagation. - Xiaohang Zhan; Xingang Pan; Ziwei Liu 002; Dahua Lin; Chen Change Loy (CVPR, 2019)

Learning Lightweight Lane Detection CNNs by Self Attention Distillation. - Yuenan Hou; Zheng Ma 008; Chunxiao Liu; Chen Change Loy (ICCV, 2019)

Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild. - Yu Rong 003; Ziwei Liu 002; Cheng Li 009; Kaidi Cao; Chen Change Loy (ICCV, 2019)

CARAFE: Content-Aware ReAssembly of FEatures. - Jiaqi Wang 003; Kai Chen 026; Rui Xu 014; Ziwei Liu 002; Chen Change Loy; Dahua Lin (ICCV, 2019)

Robust Multi-Modality Multi-Object Tracking. - Wenwei Zhang; Hui Zhou 005; Shuyang Sun; Zhe Wang 006; Jianping Shi; Chen Change Loy (ICCV, 2019)

Disentangling Content and Style via Unsupervised Geometry Distillation. - Wayne Wu; Kaidi Cao; Cheng Li 009; Chen Qian 006; Chen Change Loy (DGS@ICLR, 2019)

WIDER Face and Pedestrian Challenge 2018: Methods and Results. - Chen Change Loy; Dahua Lin; Wanli Ouyang; Yuanjun Xiong; Shuo Yang 003; Qingqiu Huang; Dongzhan Zhou; Wei Xia; Quanquan Li; Ping Luo 002; Junjie Yan; Jianfeng Wang; et al. (CoRR, 2019)

Unsupervised Bi-directional Flow-based Video Generation from one Snapshot. - Lu Sheng; Junting Pan; Jiaming Guo; Jing Shao; Xiaogang Wang 001; Chen Change Loy (CoRR, 2019)

MMDetection: Open MMLab Detection Toolbox and Benchmark. - Kai Chen 026; Jiaqi Wang 003; Jiangmiao Pang; Yuhang Cao; Yu Xiong; Xiaoxiao Li; Shuyang Sun; Wansen Feng; Ziwei Liu 002; Jiarui Xu; Zheng Zhang 023; Dazhi Cheng; et al. (CoRR, 2019)

Learning to Synthesize Fashion Textures. - Wu Shi; Tak-Wai Hui; Ziwei Liu 002; Dahua Lin; Chen Change Loy (CoRR, 2019)

Editorial: Special Issue on Deep Learning for Face Analysis. - Chen Change Loy; Xiaoming Liu 002; Tae-Kyun Kim 001; Fernando De la Torre; Rama Chellappa (Int. J. Comput. Vis., 2019)

Prime Sample Attention in Object Detection. - Yuhang Cao; Kai Chen 026; Chen Change Loy; Dahua Lin (CVPR, 2020)

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement. - Chunle Guo; Chongyi Li; Jichang Guo; Chen Change Loy; Junhui Hou; Sam Kwong; Runmin Cong (CVPR, 2020)

Inter-Region Affinity Distillation for Road Marking Segmentation. - Yuenan Hou; Zheng Ma 008; Chunxiao Liu; Tak-Wai Hui; Chen Change Loy (CVPR, 2020)

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection. - Liming Jiang 001; Ren Li; Wayne Wu; Chen Qian 006; Chen Change Loy (CVPR, 2020)

Learning to Cluster Faces via Confidence and Connectivity Estimation. - Lei Yang 045; Dapeng Chen; Xiaohang Zhan; Rui Zhao 001; Chen Change Loy; Dahua Lin (CVPR, 2020)

TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting. - Zhuoqian Yang; Wentao Zhu 004; Wayne Wu; Chen Qian 006; Qiang Zhou 001; Bolei Zhou; Chen Change Loy (CVPR, 2020)

Self-Supervised Scene De-Occlusion. - Xiaohang Zhan; Xingang Pan; Bo Dai 002; Ziwei Liu 002; Dahua Lin; Chen Change Loy (CVPR, 2020)

Online Deep Clustering for Unsupervised Representation Learning. - Xiaohang Zhan; Jiahao Xie 002; Ziwei Liu 002; Yew-Soon Ong; Chen Change Loy (CVPR, 2020)

EcoNAS: Finding Proxies for Economical Neural Architecture Search. - Dongzhan Zhou; Xinchi Zhou; Wenwei Zhang; Chen Change Loy; Shuai Yi; Xuesen Zhang; Wanli Ouyang (CVPR, 2020)

MessyTable: Instance Association in Multiple Camera Views. - Zhongang Cai; Junzhe Zhang 002; Daxuan Ren; Cunjun Yu; Haiyu Zhao; Shuai Yi; Chai Kiat Yeo; Chen Change Loy (ECCV (11), 2020)

LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation. - Tak-Wai Hui; Chen Change Loy (ECCV (20), 2020)

TSIT: A Simple and Versatile Framework for Image-to-Image Translation. - Liming Jiang 001; Changxu Zhang; Mingyang Huang; Chunxiao Liu; Jianping Shi; Chen Change Loy (ECCV (3), 2020)

RGB-D Salient Object Detection with Cross-Modality Modulation and Selection. - Chongyi Li; Runmin Cong; Yongri Piao; Qianqian Xu; Chen Change Loy (ECCV (8), 2020)

MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation. - Kaisiyuan Wang; Qianyi Wu; Linsen Song; Zhuoqian Yang; Wayne Wu; Chen Qian 006; Ran He 001; Yu Qiao 001; Chen Change Loy (ECCV (21), 2020)

Side-Aware Boundary Localization for More Precise Object Detection. - Jiaqi Wang 003; Wenwei Zhang; Yuhang Cao; Kai Chen 026; Jiangmiao Pang; Tao Gong; Jianping Shi; Chen Change Loy; Dahua Lin (ECCV (4), 2020)

Knowledge Distillation Meets Self-supervision. - Guodong Xu; Ziwei Liu 002; Xiaoxiao Li; Chen Change Loy (ECCV (9), 2020)

Real or Not Real, that is the Question. - Yuanbo Xiangli; Yubin Deng; Bo Dai 002; Chen Change Loy; Dahua Lin (ICLR, 2020)

Cross-Scale Internal Graph Neural Network for Image Super-Resolution. - Shangchen Zhou; Jiawei Zhang 002; Wangmeng Zuo; Chen Change Loy (NeurIPS, 2020)

Residual Knowledge Distillation. - Mengya Gao; Yujun Shen; Quanquan Li; Chen Change Loy (CoRR, 2020)

1st Place Solutions for OpenImage2019 - Object Detection and Instance Segmentation. - Yu Liu 015; Guanglu Song; Yuhang Zang; Yan Gao 017; Enze Xie; Junjie Yan; Chen Change Loy; Xiaogang Wang 001 (CoRR, 2020)

Feature Pyramid Grids. - Kai Chen 026; Yuhang Cao; Chen Change Loy; Dahua Lin; Christoph Feichtenhofer (CoRR, 2020)

Flexible Piecewise Curves Estimation for Photo Enhancement. - Chongyi Li; Chunle Guo; Qiming Ai; Shangchen Zhou; Chen Change Loy (CoRR, 2020)

Multi-Modality Cut and Paste for 3D Object Detection. - Wenwei Zhang; Zhe Wang 006; Chen Change Loy (CoRR, 2020)

Focal Frequency Loss for Generative Models. - Liming Jiang 001; Bo Dai 002; Wayne Wu; Chen Change Loy (CoRR, 2020)

High-Quality Video Generation from Static Structural Annotations. - Lu Sheng; Junting Pan; Jiaming Guo; Jing Shao; Chen Change Loy (Int. J. Comput. Vis., 2020)

Deep Imbalanced Learning for Face Recognition and Attribute Prediction. - Chen Huang 001; Yining Li; Chen Change Loy; Xiaoou Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements. - Yu Rong 003; Jingbo Wang 003; Ziwei Liu 002; Chen Change Loy (3DV, 2021)

Understanding Deformable Alignment in Video Super-Resolution. - Kelvin C. K. Chan; Xintao Wang 002; Ke Yu; Chao Dong 005; Chen Change Loy (AAAI, 2021)

Robust Reference-Based Super-Resolution via C2-Matching. - Yuming Jiang 003; Kelvin C. K. Chan; Xintao Wang 002; Chen Change Loy; Ziwei Liu 002 (CVPR, 2021)

GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution. - Kelvin C. K. Chan; Xintao Wang 002; Xiangyu Xu 002; Jinwei Gu; Chen Change Loy (CVPR, 2021)

BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond. - Kelvin C. K. Chan; Xintao Wang 002; Ke Yu; Chao Dong 005; Chen Change Loy (CVPR, 2021)

Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network. - Ruicheng Feng; Chongyi Li; Huaijin G. Chen; Shuai Li; Chen Change Loy; Jinwei Gu (CVPR, 2021)

Audio-Driven Emotional Video Portraits. - Xinya Ji; Hang Zhou 009; Kaisiyuan Wang; Wayne Wu; Chen Change Loy; Xun Cao; Feng Xu 005 (CVPR, 2021)

Deep Animation Video Interpolation in the Wild. - Li Siyao; Shiyu Zhao; Weijiang Yu; Wenxiu Sun; Dimitris N. Metaxas; Chen Change Loy; Ziwei Liu 002 (CVPR, 2021)

Pareidolia Face Reenactment. - Linsen Song; Wayne Wu; Chaoyou Fu; Chen Qian 006; Chen Change Loy; Ran He 001 (CVPR, 2021)

Seesaw Loss for Long-Tailed Instance Segmentation. - Jiaqi Wang 003; Wenwei Zhang; Yuhang Zang; Yuhang Cao; Jiangmiao Pang; Tao Gong; Kai Chen 026; Ziwei Liu 002; Chen Change Loy; Dahua Lin (CVPR, 2021)

Positional Encoding As Spatial Inductive Bias in GANs. - Rui Xu 014; Xintao Wang 002; Kai Chen 026; Bolei Zhou; Chen Change Loy (CVPR, 2021)

Unsupervised 3D Shape Completion Through GAN Inversion. - Junzhe Zhang 002; Xinyi Chen; Zhongang Cai; Liang Pan; Haiyu Zhao; Shuai Yi; Chai Kiat Yeo; Bo Dai 002; Chen Change Loy (CVPR, 2021)

Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation. - Hang Zhou 009; Yasheng Sun; Wayne Wu; Chen Change Loy; Xiaogang Wang 001; Ziwei Liu 002 (CVPR, 2021)

Talk-to-Edit: Fine-Grained Facial Editing via Dialog. - Yuming Jiang 003; Ziqi Huang; Xingang Pan; Chen Change Loy; Ziwei Liu 002 (ICCV, 2021)

Focal Frequency Loss for Image Reconstruction and Synthesis. - Liming Jiang 001; Bo Dai 002; Wayne Wu; Chen Change Loy (ICCV, 2021)

3D Human Texture Estimation from a Single Image with Transformers. - Xiangyu Xu 002; Chen Change Loy (ICCV, 2021)

ReconfigISP: Reconfigurable Camera Image Processing Pipeline. - Ke Yu; Zexian Li; Yue Peng; Chen Change Loy; Jinwei Gu (ICCV, 2021)

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation. - Yuhang Zang; Chen Huang 001; Chen Change Loy (ICCV, 2021)

Do 2D GANs Know 3D Shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs. - Xingang Pan; Bo Dai 002; Ziwei Liu 002; Chen Change Loy; Ping Luo 002 (ICLR, 2021)

Retrospective Class Incremental Learning. - Qingyi Tao; Chen Change Loy; Jianfei Cai 001; ZongYuan Ge; Simon See (ICME, 2021)

Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data. - Liming Jiang 001; Bo Dai 002; Wayne Wu; Chen Change Loy (NeurIPS, 2021)

A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis. - Xingang Pan; Xudong Xu; Chen Change Loy; Christian Theobalt; Bo Dai 002 (NeurIPS, 2021)

Unsupervised Object-Level Representation Learning from Scene Images. - Jiahao Xie 002; Xiaohang Zhan; Ziwei Liu 002; Yew Soon Ong; Chen Change Loy (NeurIPS, 2021)

K-Net: Towards Unified Image Segmentation. - Wenwei Zhang; Jiangmiao Pang; Kai Chen 026; Chen Change Loy (NeurIPS, 2021)

DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results. - Liming Jiang 001; Zhengkui Guo; Wayne Wu; Zhaoyang Liu 001; Ziwei Liu 002; Chen Change Loy; Shuo Yang 003; Yuanjun Xiong; Wei Xia; Baoying Chen; Peiyu Zhuang; Sili Li; et al. (CoRR, 2021)

Everything's Talkin': Pareidolia Face Reenactment. - Linsen Song; Wayne Wu; Chaoyou Fu; Chen Qian 006; Chen Change Loy; Ran He 001 (CoRR, 2021)

Lighting the Darkness in the Deep Learning Era. - Chongyi Li; Chunle Guo; Linghao Han; Jun Jiang; Ming-Ming Cheng; Jinwei Gu; Chen Change Loy (CoRR, 2021)

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results. - Ren Yang; Radu Timofte; Jing Liu 031; Yi Xu 003; Xinjian Zhang; Minyi Zhao; Shuigeng Zhou; Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy; Xin Li 106; et al. (CoRR, 2021)

Playing for 3D Human Recovery. - Zhongang Cai; Mingyuan Zhang; Jiawei Ren 001; Chen Wei; Daxuan Ren; Jiatong Li; Zhengyu Lin; Haiyu Zhao; Shuai Yi; Lei Yang 045; Chen Change Loy; Ziwei Liu 002 (CoRR, 2021)

STransGAN: An Empirical Study on Transformer in GANs. - Rui Xu 014; Xiangyu Xu 002; Kai Chen 026; Bolei Zhou; Chen Change Loy (CoRR, 2021)

DenseCLIP: Extract Free Dense Labels from CLIP. - Chong Zhou; Chen Change Loy; Bo Dai 002 (CoRR, 2021)

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization. - Tak-Wai Hui; Xiaoou Tang; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Texture Memory-Augmented Deep Patch-Based Image Inpainting. - Rui Xu 014; Minghao Guo; Jiaqi Wang 003; Xiaoxiao Li; Bolei Zhou; Chen Change Loy (IEEE Trans. Image Process., 2021)

DeepFakes Detection: the DeeperForensicsDeeperForensics Dataset and Challenge. - Liming Jiang 001; Wayne Wu; Chen Qian 006; Chen Change Loy (Handbook of Digital Face Manipulation and Detection, 2022)

Talking Faces: Audio-to-Video Face Generation. - Yuxin Wang; Linsen Song; Wayne Wu; Chen Qian 006; Ran He 001; Chen Change Loy (Handbook of Digital Face Manipulation and Detection, 2022)

MoCaNet: Motion Retargeting In-the-Wild via Canonicalization Networks. - Wentao Zhu 004; Zhuoqian Yang; Ziang Di; Wayne Wu; Yizhou Wang 001; Chen Change Loy (AAAI, 2022)

Investigating Tradeoffs in Real-World Video Super-Resolution. - Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy (CVPR, 2022)

BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment. - Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy (CVPR, 2022)

Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation. - Yuenan Hou; Xinge Zhu; Yuexin Ma; Chen Change Loy; Yikang Li 002 (CVPR, 2022)

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation. - Xiangtai Li; Wenwei Zhang; Jiangmiao Pang; Kai Chen 026; Guangliang Cheng; Yunhai Tong; Chen Change Loy (CVPR, 2022)

Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory. - Li Siyao; Weijiang Yu; Tianpei Gu; Chunze Lin; Quan Wang; Chen Qian 006; Chen Change Loy; Ziwei Liu 002 (CVPR, 2022)

Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets. - Kenny T. R. Voo; Liming Jiang 001; Chen Change Loy (CVPR Workshops, 2022)

TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing. - Yanbo Xu; Yueqin Yin; Liming Jiang 001; Qianyi Wu; Chengyao Zheng; Chen Change Loy; Bo Dai 002; Wayne Wu (CVPR, 2022)

Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (CVPR, 2022)

Unsupervised Image-to-Image Translation with Generative Prior. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (CVPR, 2022)

Conditional Prompt Learning for Vision-Language Models. - Kaiyang Zhou; Jingkang Yang; Chen Change Loy; Ziwei Liu 002 (CVPR, 2022)

HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling. - Zhongang Cai; Daxuan Ren; Ailing Zeng; Zhengyu Lin; Tao Yu 007; Wenjia Wang; Xiangyu Fan; Yang Gao 042; Yifan Yu 003; Liang Pan; Fangzhou Hong; Mingyuan Zhang; et al. (ECCV (7), 2022)

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results. - Ruicheng Feng; Chongyi Li; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu; Yurui Zhu; Xi Wang; Xueyang Fu; et al. (ECCV Workshops (5), 2022)

StyleGAN-Human: A Data-Centric Odyssey of Human Generation. - Jianglin Fu; Shikai Li; Yuming Jiang 003; Kwan-Yee Lin; Chen Qian 006; Chen Change Loy; Wayne Wu; Ziwei Liu 002 (ECCV (16), 2022)

BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis. - Davide Moltisanti; Jinyi Wu; Bo Dai 002; Chen Change Loy (ECCV (8), 2022)

Transformer with Implicit Edges for Particle-Based Physics Simulation. - Yidi Shao; Chen Change Loy; Bo Dai 002 (ECCV (19), 2022)

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. - Wenxiu Sun; Qingpeng Zhu; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu; Dewang Hou; Kai Zhao; Liying Lu; et al. (ECCV Workshops (5), 2022)

StyleLight: HDR Panorama Generation for Lighting Estimation and Editing. - Guangcong Wang; Yinuo Yang; Chen Change Loy; Ziwei Liu 002 (ECCV (15), 2022)

Mind the Gap in Distilling StyleGANs. - Guodong Xu; Yuenan Hou; Ziwei Liu 002; Chen Change Loy (ECCV (33), 2022)

MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Lingchen Sun; Rongyuan Wu; et al. (ECCV Workshops (5), 2022)

MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Zhen Wang 029; Daoyu Li; et al. (ECCV Workshops (5), 2022)

MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Zhen Wang 029; Daoyu Li; et al. (ECCV Workshops (5), 2022)

Open-Vocabulary DETR with Conditional Matching. - Yuhang Zang; Wei Li 190; Kaiyang Zhou; Chen Huang 001; Chen Change Loy (ECCV (9), 2022)

Dense Siamese Network for Dense Unsupervised Learning. - Wenwei Zhang; Jiangmiao Pang; Kai Chen 026; Chen Change Loy (ECCV (30), 2022)

Monocular 3D Object Reconstruction with GAN Inversion. - Junzhe Zhang 002; Daxuan Ren; Zhongang Cai; Chai Kiat Yeo; Bo Dai 002; Chen Change Loy (ECCV (1), 2022)

Extract Free Dense Labels from CLIP. - Chong Zhou; Chen Change Loy; Bo Dai 002 (ECCV (28), 2022)

LEDNet: Joint Low-Light Enhancement and Deblurring in the Dark. - Shangchen Zhou; Chongyi Li; Chen Change Loy (ECCV (6), 2022)

CelebV-HQ: A Large-Scale Video Facial Attributes Dataset. - Hao Zhu; Wayne Wu; Wentao Zhu 004; Liming Jiang 001; Siwei Tang; Li Zhang 105; Ziwei Liu 002; Chen Change Loy (ECCV (7), 2022)

Flare7K: A Phenomenological Nighttime Flare Removal Dataset. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Chen Change Loy (NeurIPS, 2022)

AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies. - Li Siyao; Yuhang Li; Bo Li 080; Chao Dong 005; Ziwei Liu 002; Chen Change Loy (NeurIPS, 2022)

Towards Robust Blind Face Restoration with Codebook Lookup Transformer. - Shangchen Zhou; Kelvin C. K. Chan; Chongyi Li; Chen Change Loy (NeurIPS, 2022)

Deep Fourier Up-Sampling. - Man Zhou; Hu Yu 001; Jie Huang 017; Feng Zhao 004; Jinwei Gu; Chen Change Loy; Deyu Meng; Chongyi Li (NeurIPS, 2022)

Dense Siamese Network. - Wenwei Zhang; Jiangmiao Pang; Kai Chen 026; Chen Change Loy (CoRR, 2022)

On the Generalization of BasicVSR++ to Video Deblurring and Denoising. - Kelvin C. K. Chan; Shangchen Zhou; Xiangyu Xu 002; Chen Change Loy (CoRR, 2022)

CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment. - Chongyi Li; Chunle Guo; Ruicheng Feng; Shangchen Zhou; Chen Change Loy (CoRR, 2022)

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results. - Ruicheng Feng; Chongyi Li; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu (CoRR, 2022)

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. - Wenxiu Sun; Qingpeng Zhu; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu (CoRR, 2022)

MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2022)

On-Device Domain Generalization. - Kaiyang Zhou; Yuanhan Zhang; Yuhang Zang; Jingkang Yang; Chen Change Loy; Ziwei Liu 002 (CoRR, 2022)

MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2022)

MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report. - Qingyu Yang; Guang Yang; Jun Jiang; Chongyi Li; Ruicheng Feng; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2022)

Unified Vision and Language Prompt Learning. - Yuhang Zang; Wei Li 190; Kaiyang Zhou; Chen Huang 001; Chen Change Loy (CoRR, 2022)

BeautyREC: Robust, Efficient, and Content-preserving Makeup Transfer. - Qixin Yan; Chunle Guo; Jixin Zhao; Yuekun Dai; Chen Change Loy; Chongyi Li (CoRR, 2022)

Reference-based Image and Video Super-Resolution via C2-Matching. - Yuming Jiang 003; Kelvin C. K. Chan; Xintao Wang 002; Chen Change Loy; Ziwei Liu 002 (CoRR, 2022)

Delving into Inter-Image Invariance for Unsupervised Visual Representations. - Jiahao Xie 002; Xiaohang Zhan; Ziwei Liu 002; Yew-Soon Ong; Chen Change Loy (Int. J. Comput. Vis., 2022)

Learning to Prompt for Vision-Language Models. - Kaiyang Zhou; Jingkang Yang; Chen Change Loy; Ziwei Liu 002 (Int. J. Comput. Vis., 2022)

Low-Light Image and Video Enhancement Using Deep Learning: A Survey. - Chongyi Li; Chunle Guo; Linghao Han; Jun Jiang; Ming-Ming Cheng; Jinwei Gu; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation. - Chongyi Li; Chunle Guo; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation. - Xingang Pan; Xiaohang Zhan; Bo Dai 002; Dahua Lin; Chen Change Loy; Ping Luo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

CARAFE++: Unified Content-Aware ReAssembly of FEatures. - Jiaqi Wang 003; Kai Chen 026; Rui Xu 014; Ziwei Liu 002; Chen Change Loy; Dahua Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Path-Restore: Learning Network Path Selection for Image Restoration. - Ke Yu; Xintao Wang 002; Chao Dong 005; Xiaoou Tang; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Self-Supervised Representation Learning: Introduction, advances, and challenges. - Linus Ericsson; Henry Gouk; Chen Change Loy; Timothy M. Hospedales (IEEE Signal Process. Mag., 2022)

Everybody's Talkin': Let Me Talk as You Want. - Linsen Song; Wayne Wu; Chen Qian 006; Ran He 001; Chen Change Loy (IEEE Trans. Inf. Forensics Secur., 2022)

Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory. - Yu Rong 003; Ziwei Liu 002; Chen Change Loy (IEEE Trans. Image Process., 2022)

Text2Human: text-driven controllable human image generation. - Yuming Jiang 003; Shuai Yang 001; Haonan Qiu; Wayne Wu; Chen Change Loy; Ziwei Liu 002 (ACM Trans. Graph., 2022)

VToonify: Controllable High-Resolution Portrait Video Style Transfer. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (ACM Trans. Graph., 2022)

Exploring CLIP for Assessing the Look and Feel of Images. - Jianyi Wang; Kelvin C. K. Chan; Chen Change Loy (AAAI, 2023)

Video Infilling with Rich Motion Prior. - Xinyu Hou; Liming Jiang 001; Rui Shao; Chen Change Loy (BMVC, 2023)

Learning Generative Structure Prior for Blind Text Image Super-resolution. - Xiaoming Li 002; Wangmeng Zuo; Chen Change Loy (CVPR, 2023)

Siamese DETR. - Zeren Chen; Gengshi Huang; Wei Li 190; Jianing Teng; Kun Wang; Jing Shao; Chen Change Loy; Lu Sheng (CVPR, 2023)

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qingpeng Zhu; Qianhui Sun 002; Wenxiu Sun; Chen Change Loy; Jinwei Gu; Shuai Liu 009; Hao Wang 073; Chaoyu Feng; et al. (CVPR Workshops, 2023)

Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior. - Yuekun Dai; Yihang Luo; Shangchen Zhou; Chongyi Li; Chen Change Loy (CVPR, 2023)

Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera. - Ruicheng Feng; Chongyi Li; Huaijin G. Chen; Shuai Li; Jinwei Gu; Chen Change Loy (CVPR, 2023)

Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion. - Yushi Lan; Xuyi Meng; Shuai Yang 001; Chen Change Loy; Bo Dai 002 (CVPR, 2023)

Correlational Image Modeling for Self-Supervised Visual Pre-Training. - Wei Li 190; Jiahao Xie 002; Chen Change Loy (CVPR, 2023)

FlexiCurve: Flexible Piecewise Curves Estimation for Photo Retouching. - Chongyi Li; Chunle Guo; Shangchen Zhou; Qiming Ai; Ruicheng Feng; Chen Change Loy (CVPR Workshops, 2023)

MIPI 2023 Challenge on RGBW Remosaic: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Yuqing Liu; Hongyuan Yu; et al. (CVPR Workshops, 2023)

MIPI 2023 Challenge on RGBW Fusion: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu; Hongyuan Yu; Yuqing Liu; et al. (CVPR Workshops, 2023)

Aligning Bag of Regions for Open-Vocabulary Object Detection. - Size Wu; Wenwei Zhang; Sheng Jin 007; Wentao Liu 002; Chen Change Loy (CVPR, 2023)

BeautyREC: Robust, Efficient, and Component-Specific Makeup Transfer. - Qixin Yan; Chunle Guo; Jixin Zhao; Yuekun Dai; Chen Change Loy; Chongyi Li (CVPR Workshops, 2023)

Panoptic Video Scene Graph Generation. - Jingkang Yang; Wenxuan Peng; Xiangtai Li; Zujin Guo; Liangyu Chen 005; Bo Li 080; Zheng Ma 008; Kaiyang Zhou; Wayne Zhang 001; Chen Change Loy; Ziwei Liu 002 (CVPR, 2023)

CelebV-Text: A Large-Scale Facial Text-Video Dataset. - Jianhui Yu; Hao Zhu; Liming Jiang 001; Chen Change Loy; Weidong Cai 001; Wayne Wu (CVPR, 2023)

MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results. - Qingpeng Zhu; Wenxiu Sun; Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qianhui Sun 002; Chen Change Loy; Jinwei Gu; Yi Yu; Yangke Huang; Kang Zhang; et al. (CVPR Workshops, 2023)

Text2Performer: Text-Driven Human Video Generation. - Yuming Jiang 003; Shuai Yang 001; Tong Liang Koh; Wayne Wu; Chen Change Loy; Ziwei Liu 002 (ICCV, 2023)

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering. - Wei Cheng; Ruixiang Chen; Siming Fan; Wanqi Yin; Keyu Chen; Zhongang Cai; Jingbo Wang 003; Yang Gao 042; Zhengming Yu; Zhengyu Lin; Daxuan Ren; Lei Yang 045; et al. (ICCV, 2023)

MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions. - Henghui Ding; Chang Liu 072; Shuting He; Xudong Jiang 001; Chen Change Loy (ICCV, 2023)

Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation. - Yuxin Jiang; Liming Jiang 001; Shuai Yang 001; Chen Change Loy (ICCV, 2023)

Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation. - Xiangtai Li; Haobo Yuan; Wenwei Zhang; Guangliang Cheng; Jiangmiao Pang; Chen Change Loy (ICCV, 2023)

Iterative Prompt Learning for Unsupervised Backlit Image Enhancement. - Zhexin Liang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Chen Change Loy (ICCV, 2023)

Towards Multi-Layered 3D Garments Animation. - Yidi Shao; Chen Change Loy; Bo Dai 002 (ICCV, 2023)

Deep Geometrized Cartoon Line Inbetweening. - Li Siyao; Tianpei Gu; Weiye Xiao; Henghui Ding; Ziwei Liu 002; Chen Change Loy (ICCV, 2023)

SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis. - Guangcong Wang; Zhaoxi Chen 009; Chen Change Loy; Ziwei Liu 002 (ICCV, 2023)

StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation. - Yuhan Wang 002; Liming Jiang 001; Chen Change Loy (ICCV, 2023)

Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation. - Jianzong Wu; Xiangtai Li; Henghui Ding; Xia Li 005; Guangliang Cheng; Yunhai Tong; Chen Change Loy (ICCV, 2023)

StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (ICCV, 2023)

DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification. - Junzhe Zhang 002; Yushi Lan; Shuai Yang 001; Fangzhou Hong; Quan Wang; Chai Kiat Yeo; Ziwei Liu 002; Chen Change Loy (ICCV, 2023)

ProPainter: Improving Propagation and Transformer for Video Inpainting. - Shangchen Zhou; Chongyi Li; Kelvin C. K. Chan; Chen Change Loy (ICCV, 2023)

Masked Frequency Modeling for Self-Supervised Visual Pre-Training. - Jiahao Xie 002; Wei Li 190; Xiaohang Zhan; Ziwei Liu 002; Yew-Soon Ong; Chen Change Loy (ICLR, 2023)

Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement. - Chongyi Li; Chun-Le Guo; Man Zhou; Zhexin Liang; Shangchen Zhou; Ruicheng Feng; Chen Change Loy (ICLR, 2023)

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation. - Zhongang Cai; Wanqi Yin; Ailing Zeng; Chen Wei; Qingping Sun; Wang Yanjun; Hui En Pang; Haiyi Mei; Mingyuan Zhang; Lei Zhang 001; Chen Change Loy; Lei Yang 059; et al. (NeurIPS, 2023)

Explore In-Context Learning for 3D Point Cloud Understanding. - Zhongbin Fang; Xiangtai Li; Xia Li 005; Joachim M. Buhmann; Chen Change Loy; Mengyuan Liu (NeurIPS, 2023)

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars. - Dongwei Pan; Long Zhuo; Jingtan Piao; Huiwen Luo; Wei Cheng; Yuxin Wang; Siming Fan; Shengqi Liu; Lei Yang 045; Bo Dai 002; Ziwei Liu 002; Chen Change Loy; et al. (NeurIPS, 2023)

PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance. - Peiqing Yang 001; Shangchen Zhou; Qingyi Tao; Chen Change Loy (NeurIPS, 2023)

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting. - Zongsheng Yue; Jianyi Wang; Chen Change Loy (NeurIPS, 2023)

Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field. - Naishan Zheng; Man Zhou; Chong Zhou; Chen Change Loy (NeurIPS, 2023)

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation. - Shuai Yang 001; Yifan Zhou 001; Ziwei Liu 002; Chen Change Loy (SIGGRAPH Asia, 2023)

Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation. - Xiangtai Li; Haobo Yuan; Wenwei Zhang; Guangliang Cheng; Jiangmiao Pang; Chen Change Loy (CoRR, 2023)

MIPI 2023 Challenge on RGBW Fusion: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2023)

MIPI 2023 Challenge on RGBW Remosaic: Methods and Results. - Qianhui Sun 002; Qingyu Yang; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Wenxiu Sun; Qingpeng Zhu; Chen Change Loy; Jinwei Gu (CoRR, 2023)

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars. - Dongwei Pan; Long Zhuo; Jingtan Piao; Huiwen Luo; Wei Cheng; Yuxin Wang; Siming Fan; Shengqi Liu; Lei Yang 059; Bo Dai 002; Ziwei Liu 002; Chen Change Loy; et al. (CoRR, 2023)

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qingpeng Zhu; Qianhui Sun 002; Wenxiu Sun; Chen Change Loy; Jinwei Gu (CoRR, 2023)

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering. - Wei Cheng; Ruixiang Chen; Wanqi Yin; Siming Fan; Keyu Chen; Honglin He; Huiwen Luo; Zhongang Cai; Jingbo Wang 003; Yang Gao 042; Zhengming Yu; Zhengyu Lin; et al. (CoRR, 2023)

PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds. - Zhongang Cai; Liang Pan; Chen Wei; Wanqi Yin; Fangzhou Hong; Mingyuan Zhang; Chen Change Loy; Lei Yang 045; Ziwei Liu 002 (CoRR, 2023)

DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields. - Junzhe Zhang 002; Yushi Lan; Shuai Yang 001; Fangzhou Hong; Quan Wang; Chai Kiat Yeo; Ziwei Liu 002; Chen Change Loy (CoRR, 2023)

Interpret Vision Transformers as ConvNets with Dynamic Convolutions. - Chong Zhou; Chen Change Loy; Bo Dai 002 (CoRR, 2023)

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation. - Zhongang Cai; Wanqi Yin; Ailing Zeng; Chen Wei; Qingping Sun; Yanjun Wang; Hui En Pang; Haiyi Mei; Mingyuan Zhang; Lei Zhang 001; Chen Change Loy; Lei Yang 059; et al. (CoRR, 2023)

DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection. - Shilin Xu 001; Xiangtai Li; Size Wu; Wenwei Zhang; Yining Li; Guangliang Cheng; Yunhai Tong; Kai Chen 026; Chen Change Loy (CoRR, 2023)

When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation. - Xiaoming Li 002; Xinyu Hou; Chen Change Loy (CoRR, 2023)

Gaussian3Diff: 3D Gaussian Diffusion for 3D Full Head Synthesis and Editing. - Yushi Lan; Feitong Tan; Di Qiu; Qiangeng Xu; Kyle Genova; Zeng Huang; Sean Fanello; Rohit Pandey; Thomas A. Funkhouser; Chen Change Loy; Yinda Zhang 001 (CoRR, 2023)

EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM. - Chong Zhou; Xiangtai Li; Chen Change Loy; Bo Dai 002 (CoRR, 2023)

GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond. - Kelvin C. K. Chan; Xiangyu Xu 002; Xintao Wang 002; Jinwei Gu; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis. - Linsen Song; Wayne Wu; Chaoyou Fu; Chen Change Loy; Ran He 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Semi-Supervised and Long-Tailed Object Detection with CascadeMatch. - Yuhang Zang; Kaiyang Zhou; Chen Huang 001; Chen Change Loy (Int. J. Comput. Vis., 2023)

Domain Generalization: A Survey. - Kaiyang Zhou; Ziwei Liu 002; Yu Qiao 001; Tao Xiang 002; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup. - Guodong Xu; Ziwei Liu 002; Chen Change Loy (Pattern Recognit., 2023)

Reference-Based Image and Video Super-Resolution via $C^{2}$-Matching. - Yuming Jiang 003; Kelvin C. K. Chan; Xintao Wang 002; Chen Change Loy; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Semi-Supervised Domain Generalization with Stochastic StyleMatch. - Kaiyang Zhou; Chen Change Loy; Ziwei Liu 002 (Int. J. Comput. Vis., 2023)

GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation. - Shuai Yang 001; Liming Jiang 001; Ziwei Liu 002; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Bailando++: 3D Dance GPT With Choreographic Memory. - Li Siyao; Weijiang Yu; Tianpei Gu; Chunze Lin; Quan Wang; Chen Qian 006; Chen Change Loy; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

CLIM: Contrastive Language-Image Mosaic for Region Representation. - Size Wu; Wenwei Zhang; Lumin Xu; Sheng Jin 007; Wentao Liu 002; Chen Change Loy (AAAI, 2024)

PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation. - Jianhui Yu; Hao Zhu; Liming Jiang 001; Chen Change Loy; Tom Weidong Cai; Wayne Wu (AAAI, 2024)

When StyleGAN Meets Stable Diffusion: a $ mathcal{W}_{+}$ Adapter for Personalized Image Generation. - Xiaoming Li 002; Xinyu Hou; Chen Change Loy (CVPR, 2024)

VideoBooth: Diffusion-based Video Generation with Image Prompts. - Yuming Jiang 003; Tianxing Wu 002; Shuai Yang 001; Chenyang Si; Dahua Lin; Yu Qiao 001; Chen Change Loy; Ziwei Liu 002 (CVPR, 2024)

MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results. - Xin Jin 005; Chunle Guo; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yuekun Dai; Peiqing Yang 001; Chen Change Loy; Ruoqi Li; Chang Liu 030; et al. (CVPR Workshops, 2024)

Digital Life Project: Autonomous 3D Characters with Social Intelligence. - Zhongang Cai; Jianping Jiang; Zhongfei Qing; Xinying Guo; Mingyuan Zhang; Zhengyu Lin; Haiyi Mei; Chen Wei; Ruisi Wang; Wanqi Yin; Liang Pan; Xiangyu Fan; et al. (CVPR, 2024)

MVIP-NeRF: Multi-View 3D Inpainting on NeRF Scenes via Diffusion Prior. - Honghua Chen; Chen Change Loy; Xingang Pan (CVPR, 2024)

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Dafeng Zhang; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Peiqing Yang 001; Zhezhu Jin; Guanqun Liu 005; Chen Change Loy (CVPR Workshops, 2024)

Learning Inclusion Matching for Animation Paint Bucket Colorization. - Yuekun Dai; Shangchen Zhou; Qinyue Li; Chongyi Li; Chen Change Loy (CVPR, 2024)

OMG-Seg: Is One Model Good Enough for all Segmentation? - Xiangtai Li; Haobo Yuan; Wei Li 044; Henghui Ding; Size Wu; Wenwei Zhang; Yining Li; Kai Chen 026; Chen Change Loy (CVPR, 2024)

MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results. - Yaqi Wu; Zhihao Fan; Xiaofeng Chu; Jimmy S. Ren; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangcheng Zhou; Ruicheng Feng; Yuekun Dai; Peiqing Yang 001; Chen Change Loy; et al. (CVPR Workshops, 2024)

Towards Language-Driven Video Inpainting via Multimodal Large Language Models. - Jianzong Wu; Xiangtai Li; Chenyang Si; Shangchen Zhou; Jingkang Yang; Jiangning Zhang; Yining Li; Kai Chen 026; Yunhai Tong; Ziwei Liu 002; Chen Change Loy (CVPR, 2024)

Fresco: Spatial-Temporal Correspondence for Zero-Shot Video Translation. - Shuai Yang 001; Yifan Zhou 001; Ziwei Liu 002; Chen Change Loy (CVPR, 2024)

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution. - Shangchen Zhou; Peiqing Yang 001; Jianyi Wang; Yihang Luo; Chen Change Loy (CVPR, 2024)

Kalman-Inspired Feature Propagation for Video Face Super-Resolution. - Ruicheng Feng; Chongyi Li; Chen Change Loy (ECCV (26), 2024)

GroupDiff: Diffusion-Based Group Portrait Editing. - Yuming Jiang 003; Nanxuan Zhao; Qing Liu 017; Krishna Kumar Singh; Shuai Yang 001; Chen Change Loy; Ziwei Liu 002 (ECCV (34), 2024)

LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation. - Yushi Lan; Fangzhou Hong; Shuai Yang 001; Shangchen Zhou; Xuyi Meng; Bo Dai 002; Xingang Pan; Chen Change Loy (ECCV (4), 2024)

LOC3DIFF: Local Diffusion for 3D Human Head Synthesis and Editing. - Yushi Lan; Feitong Tan; Qiangeng Xu; Di Qiu; Kyle Genova; Zeng Huang; Sean Fanello; Rohit Pandey; Thomas A. Funkhouser; Chen Change Loy; Yinda Zhang 001 (ECCV (65), 2024)

Eliminating Feature Ambiguity for Few-Shot Segmentation. - Qianxiong Xu; Guosheng Lin; Chen Change Loy; Cheng Long 001; Ziyue Li 002; Rui Zhao 001 (ECCV (3), 2024)

Open-Vocabulary SAM: Segment and Recognize Twenty-Thousand Classes Interactively. - Haobo Yuan; Xiangtai Li; Chong Zhou; Yining Li; Kai Chen 026; Chen Change Loy (ECCV (43), 2024)

Adaptive Window Pruning for Efficient Local Motion Deblurring. - Haoying Li; Jixin Zhao; Shangchen Zhou; Huajun Feng; Chongyi Li; Chen Change Loy (ICLR, 2024)

Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment. - Li Siyao; Tianpei Gu; Zhitao Yang; Zhengyu Lin; Ziwei Liu 002; Henghui Ding; Lei Yang 059; Chen Change Loy (ICLR, 2024)

CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction. - Size Wu; Wenwei Zhang; Lumin Xu; Sheng Jin 007; Xiangtai Li; Wentao Liu 002; Chen Change Loy (ICLR, 2024)

Generalizable Implicit Motion Modeling for Video Frame Interpolation. - Zujin Guo; Wei Li 190; Chen Change Loy (NeurIPS, 2024)

Learning 3D Garment Animation from Trajectories of A Piece of Cloth. - Yidi Shao; Chen Change Loy; Bo Dai 002 (NeurIPS, 2024)

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. - Tao Zhang 042; Xiangtai Li; Hao Fei 001; Haobo Yuan; Shengqiong Wu; Shunping Ji; Chen Change Loy; Shuicheng Yan (NeurIPS, 2024)

Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations. - Quanzhou Li; Jingbo Wang 003; Chen Change Loy; Bo Dai 002 (WACV, 2024)

OMG-Seg: Is One Model Good Enough For All Segmentation? - Xiangtai Li; Haobo Yuan; Wei Li 190; Henghui Ding; Size Wu; Wenwei Zhang; Yining Li; Kai Chen 026; Chen Change Loy (CoRR, 2024)

Control Color: Multimodal Diffusion-based Interactive Image Colorization. - Zhexin Liang; Zhaochen Li; Shangchen Zhou; Chongyi Li; Chen Change Loy (CoRR, 2024)

Rethinking CLIP-based Video Learners in Cross-Domain Open-Vocabulary Action Recognition. - Kun-Yu Lin; Henghui Ding; Jiaming Zhou; Yi-Xing Peng; Zhilin Zhao 001; Chen Change Loy; Wei-Shi Zheng 001 (CoRR, 2024)

Point-In-Context: Understanding Point Cloud via In-Context Learning. - Mengyuan Liu; Zhongbin Fang; Xia Li 005; Joachim M. Buhmann; Xiangtai Li; Chen Change Loy (CoRR, 2024)

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Dafeng Zhang; Xiaoming Li 002; Zongsheng Yue; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Peiqing Yang 001; Zhezhu Jin; Guanqun Liu 005; Chen Change Loy; Lize Zhang; et al. (CoRR, 2024)

AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation. - Xinyu Hou; Xiaoming Li 002; Chen Change Loy (CoRR, 2024)

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model. - Haobo Yuan; Xiangtai Li; Lu Qi; Tao Zhang 042; Ming-Hsuan Yang 001; Shuicheng Yan; Chen Change Loy (CoRR, 2024)

Paint Bucket Colorization Using Anime Character Color Design Sheets. - Yuekun Dai; Qinyue Li; Shangchen Zhou; Yihang Luo; Chongyi Li; Chen Change Loy (CoRR, 2024)

GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation. - Yushi Lan; Shangchen Zhou; Zhaoyang Lyu; Fangzhou Hong; Shuai Yang 001; Bo Dai 002; Xingang Pan; Chen Change Loy (CoRR, 2024)

Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis. - Xinyu Hou; Zongsheng Yue; Xiaoming Li 002; Chen Change Loy (CoRR, 2024)

ObjCtrl-2.5D: Training-free Object Control with Camera Poses. - Zhouxia Wang; Yushi Lan; Shangchen Zhou; Chen Change Loy (CoRR, 2024)

GauSim: Registering Elastic Objects into Digital World by Gaussian Simulator. - Yidi Shao; Mu Huang; Chen Change Loy; Bo Dai 002 (CoRR, 2024)

Correspondence Distillation from NeRF-Based GAN. - Yushi Lan; Chen Change Loy; Bo Dai 002 (Int. J. Comput. Vis., 2024)

Network pruning via resource reallocation. - Yuenan Hou; Zheng Ma 008; Chunxiao Liu; Zhe Wang 006; Chen Change Loy (Pattern Recognit., 2024)

Temporally consistent video colorization with deep feature propagation and self-regularization learning. - Yihao Liu 001; Hengyuan Zhao; Kelvin C. K. Chan; Xintao Wang 002; Chen Change Loy; Yu Qiao 001; Chao Dong 005 (Comput. Vis. Media, 2024)

Talk-to-Edit: Fine-Grained 2D and 3D Facial Editing via Dialog. - Yuming Jiang 003; Ziqi Huang; Tianxing Wu 002; Xingang Pan; Chen Change Loy; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

PERF: Panoramic Neural Radiance Field From a Single Panorama. - Guangcong Wang; Peng Wang 099; Zhaoxi Chen 009; Wenping Wang 001; Chen Change Loy; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Yihang Luo; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Exploiting Diffusion Prior for Real-World Image Super-Resolution. - Jianyi Wang; Zongsheng Yue; Shangchen Zhou; Kelvin C. K. Chan; Chen Change Loy (Int. J. Comput. Vis., 2024)

Playing for 3D Human Recovery. - Zhongang Cai; Mingyuan Zhang; Jiawei Ren 001; Chen Wei; Daxuan Ren; Zhengyu Lin; Haiyu Zhao; Lei Yang 045; Chen Change Loy; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Transformer-Based Visual Segmentation: A Survey. - Xiangtai Li; Henghui Ding; Haobo Yuan; Wenwei Zhang; Jiangmiao Pang; Guangliang Cheng; Kai Chen 026; Ziwei Liu 002; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DifFace: Blind Face Restoration With Diffused Error Contraction. - Zongsheng Yue; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Explore In-Context Segmentation via Latent Diffusion Models. - Chaoyang Wang 003; Xiangtai Li; Henghui Ding; Lu Qi; Jiangning Zhang; Yunhai Tong; Chen Change Loy; Shuicheng Yan (AAAI, 2025)

MatAnyone: Stable Video Matting with Consistent Memory Propagation. - Peiqing Yang 001; Shangchen Zhou; Jixin Zhao; Qingyi Tao; Chen Change Loy (CVPR, 2025)

MEAT: Multiview Diffusion Model for Human Generation on Megapixels with Mesh Attention. - Yuhan Wang 002; Fangzhou Hong; Shuai Yang 001; Liming Jiang 001; Wayne Wu; Chen Change Loy (CVPR, 2025)

3DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement. - Yihang Luo; Shangchen Zhou; Yushi Lan; Xingang Pan; Chen Change Loy (CVPR, 2025)

DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting. - Liao Shen; Tianqi Liu 003; Huiqiang Sun; Jiaqi Li 007; Zhiguo Cao 001; Wei Li 190; Chen Change Loy (CVPR, 2025)

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration. - Jianyi Wang; Zhijie Lin 001; Meng Wei 007; Yang Zhao 003; Ceyuan Yang; Chen Change Loy; Lu Jiang (CVPR, 2025)

F-LMM: Grounding Frozen Large Multimodal Models. - Size Wu; Sheng Jin 007; Wenwei Zhang; Lumin Xu; Wentao Liu 002; Wei Li 190; Chen Change Loy (CVPR, 2025)

Arbitrary-steps Image Super-resolution via Diffusion Inversion. - Zongsheng Yue; Kang Liao; Chen Change Loy (CVPR, 2025)

EdgeTAM: On-Device Track Anything Model. - Chong Zhou; Chenchen Zhu; Yunyang Xiong; Saksham Suri; Fanyi Xiao; Lemeng Wu; Raghuraman Krishnamoorthi; Bo Dai 027; Chen Change Loy; Vikas Chandra; Bilge Soran (CVPR, 2025)

GaussianAnything: Interactive Point Cloud Flow Matching for 3D Generation. - Yushi Lan; Shangchen Zhou; Zhaoyang Lyu; Fangzhou Hong; Shuai Yang 001; Bo Dai 002; Xingang Pan; Chen Change Loy (ICLR, 2025)

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration. - Kang Liao; Zongsheng Yue; Zhouxia Wang; Chen Change Loy (ICLR, 2025)

EdgeTAM: On-Device Track Anything Model. - Chong Zhou; Chenchen Zhu; Yunyang Xiong; Saksham Suri; Fanyi Xiao; Lemeng Wu; Raghuraman Krishnamoorthi; Bo Dai 002; Chen Change Loy; Vikas Chandra; Bilge Soran (CoRR, 2025)

SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation. - Wanqi Yin; Zhongang Cai; Ruisi Wang; Ailing Zeng; Chen Wei; Qingping Sun; Haiyi Mei; Yanjun Wang; Hui En Pang; Mingyuan Zhang; Lei Zhang 001; Chen Change Loy; et al. (CoRR, 2025)

Position-Guided Point Cloud Panoptic Segmentation Transformer. - Zeqi Xiao; Wenwei Zhang; Tai Wang; Chen Change Loy; Dahua Lin; Jiangmiao Pang (Int. J. Comput. Vis., 2025)

Efficient Diffusion Model for Image Restoration by Residual Shifting. - Zongsheng Yue; Jianyi Wang; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Contextual Object Detection with Multimodal Large Language Models. - Yuhang Zang; Wei Li 190; Jun Han; Kaiyang Zhou; Chen Change Loy (Int. J. Comput. Vis., 2025)

Harmonizing Visual Representations for Unified Multimodal Understanding and Generation. - Size Wu; Wenwei Zhang; Lumin Xu; Sheng Jin 007; Zhonghua Wu; Qingyi Tao; Wentao Liu 002; Wei Li 190; Chen Change Loy (CoRR, 2025)

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation. - Jiahao Xie 002; Wei Li 190; Xiangtai Li; Ziwei Liu 002; Yew Soon Ong; Chen Change Loy (Int. J. Comput. Vis., 2025)

ObjectClear: Complete Object Removal via Object-Effect Attention. - Jixin Zhao; Shangchen Zhou; Zhouxia Wang; Peiqing Yang 001; Chen Change Loy (CoRR, 2025)

OpenUni: A Simple Baseline for Unified Multimodal Understanding and Generation. - Size Wu; Zhonghua Wu; Zerui Gong; Qingyi Tao; Sheng Jin 007; Qinyue Li; Wei Li 190; Chen Change Loy (CoRR, 2025)

LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models. - Yaohui Wang 001; Xinyuan Chen; Xin Ma; Shangchen Zhou; Ziqi Huang; Yi Wang 074; Ceyuan Yang; Yinan He; Jiashuo Yu; Peiqing Yang 001; Yuwei Guo 002; Tianxing Wu 002; et al. (Int. J. Comput. Vis., 2025)

DST-Det: Open-Vocabulary Object Detection via Dynamic Self-Training. - Shilin Xu 001; Xiangtai Li; Size Wu; Wenwei Zhang; Yunhai Tong; Chen Change Loy (IEEE Trans. Circuits Syst. Video Technol., 2025)

Controllable Human-centric Keyframe Interpolation with Generative Prior. - Zujin Guo; Size Wu; Zhongang Cai; Wei Li 190; Chen Change Loy (CoRR, 2025)

SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training. - Jianyi Wang; Shanchuan Lin; Zhijie Lin 001; Yuxi Ren; Meng Wei 007; Zongsheng Yue; Shangchen Zhou; Hao Chen; Yang Zhao 003; Ceyuan Yang; Xuefeng Xiao 001; Chen Change Loy; et al. (CoRR, 2025)

SA-LUT: Spatial Adaptive 4D Look-Up Table for Photorealistic Style Transfer. - Zerui Gong; Zhonghua Wu; Qingyi Tao; Qinyue Li; Chen Change Loy (CoRR, 2025)

Half-Physics: Enabling Kinematic 3D Human Model with Physical Interactions. - Li Siyao; Yao Feng 001; Omid Tehari; Chen Change Loy; Michael J. Black (CoRR, 2025)

Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting. - Yuekun Dai; Haitian Li; Shangchen Zhou; Chen Change Loy (CoRR, 2025)

Enhanced Generative Structure Prior for Chinese Text Image Super-resolution. - Xiaoming Li 002; Wangmeng Zuo; Chen Change Loy (CoRR, 2025)

STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer. - Yushi Lan; Yihang Luo; Fangzhou Hong; Shangchen Zhou; Honghua Chen; Zhaoyang Lyu; Shuai Yang 001; Bo Dai 002; Chen Change Loy; Xingang Pan (CoRR, 2025)

Next Visual Granularity Generation. - Yikai Wang; Zhouxia Wang; Zhonghua Wu; Qingyi Tao; Kang Liao; Chen Change Loy (CoRR, 2025)

MOWA: Multiple-in-One Image Warping Model. - Kang Liao; Zongsheng Yue; Zhonghua Wu; Chen Change Loy (IEEE Trans. Pattern Anal. Mach. Intell., 2025)