Publications

Thesis

1. Activity Understanding and Unusual Event Detection in Surveillance Videos
   C. C. Loy
   PhD Thesis, Queen Mary University of London, 2010
   PDF

Edited Book / Special Issue

1. Deep Learning for Face Analysis
   C. C. Loy, X. Liu, T.-K. Kim, F. De la Torre, R. Chellappa (Eds.)
   International Journal of Computer Vision, May 2019
   Editorial
2. Image and Video Understanding in Big Data
   V. Murino, S. Gong, C. C. Loy, L. Bazzani (Eds.)
   Computer Vision and Image Understanding, Volume 156, Pages 1-186, March 2017
   DOI Editorial
3. Person Re-Identification
   S. Gong, M. Cristani, S. Yan, C. C. Loy (Eds.)
   Springer, January 2014
   DOI Preface Introduction

Book Chapter

1. Deep Learning for Scene Independent Crowd Analysis
   X. Wang and C. C. Loy
   In V. Murino, M. Cristani, S. Shah, S. Savarese (Eds.), Group and Crowd Behavior for Computer Vision, Elsevier, 2017
   Book Link
2. Deep Learning Face Attributes for Face Detection and Alignment
   C. C. Loy, P. Luo, and C. Huang
   In R. S. Feris, C. Lampert and D. Parikh (Eds.), Visual Attributes, Springer, 2017
   Book Link
3. The Re-Identification Challenge [A Survey]
   S. Gong, M. Cristani, C. C. Loy and T. Hospedales
   In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
   PDF
4. Evaluating Feature Importance for Re-Identification
   C. Liu, S. Gong, C. C. Loy, X. Lin
   In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
   PDF
5. Crowd Counting and Profiling: Methodology and Evaluation
   C. C. Loy, K. Chen, S. Gong, T. Xiang
   in S. Ali, K. Nishino, D. Manocha, and M. Shah (Eds.), Modeling, Simulation and Visual Analysis of Crowds, Springer, vol. 11, pp. 347-382, 2013
   DOI PDF
6. Security and Surveillance
   S. Gong, C. C. Loy, T. Xiang
   in T. Moeslund, A. Hilton, V. Krueger, L. Sigal (Eds.), Visual Analysis of Humans: Looking at People, Springer, pp. 455-472, 2011
   DOI PDF

Journal

1. CARAFE++: Unified Content-Aware ReAssembly of FEatures
   J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
   Technical Report
2. Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation
   C. Li, C. Guo, C. C. Loy
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
   DOI Technical Report Project Page
3. High-Quality Video Generation from Static Structural Annotations
   L. Sheng, J. Pan, J. Guo, J. Shao, C. C. Loy
   International Journal of Computer Vision, 2020 (IJCV)
   DOI
4. A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization
   T.-W. Hui, X. Tang, C. C. Loy
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 (TPAMI)
   DOI Technical Report Project Page | Codes
5. Deep Imbalanced Learning for Face Recognition and Attribute Prediction
   C. Huang, Y. Li, C. C. Loy, X. Tang
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 (TPAMI)
   DOI Technical Report
6. Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications
   Z. Yang, H. Xu, J. Deng, C. C. Loy, W. C. Lau
   IEEE Transactions on Image Processing, vol. 27, no. 12, pp. 6093–6108, 2018 (TIP)
   DOI Technical Report
7. From Facial Expression Recognition to Interpersonal Relation Prediction
   Z. Zhang, P. Luo, C. C. Loy, X. Tang
   International Journal of Computer Vision, 2017 (IJCV)
   DOI Technical Report Project Page
8. Faceness-Net: Face Detection through Deep Facial Part Responses
   S. Yang, P. Luo, C. C. Loy, X. Tang
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 (TPAMI)
   DOI Technical Report
9. Deep Learning Markov Random Field for Semantic Segmentation
   Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 (TPAMI)
   Technical Report Project Page
10. Image Aesthetic Assessment: An Experimental Survey
    Y. Deng, C. C. Loy, X. Tang
    IEEE Signal Processing Magazine, vol. 34, no. 4, pp. 80–106, 2017 (SPM)
    DOI Technical Report Project Page
11. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
    C. Huang, C. C. Loy, X. Tang
    IEEE Transactions on Neural Networks and Learning Systems, 2017 (TNNLS)
    DOI PDF Technical Report
12. Development of Fine-grained Pill Identification Algorithm using Deep Convolutional Network
    Y. F. Wong, H. T. Ng, K. Y. Leung, K. Y. Chan, S. Y. Chan, C. C. Loy
    Journal of Biomedical Informatics, 2017 (JBI)
    DOI Project Page
13. DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks
    W. Ouyang, X. Zeng, X. Wang, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, H. Li, K. Wang, J. Yan, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016 (TPAMI)
    DOI
14. A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-Resolution
    S. Ouyang, T. Hospedales, Y. Song, X. Li, C. C. Loy, X. Wang
    Image and Vision Computing, 2016 (IVC)
    DOI PDF
15. Crowded Scene Understanding by Deeply Learned Volumetric Slices
    J. Shao, C. C. Loy, X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    DOI
16. Learning Scene-Independent Group Descriptors for Crowd Understanding
    J. Shao, C. C. Loy, X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    DOI Preprint
17. Learning Deep Representation for Face Alignment with Auxiliary Attributes
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 5, pp. 918–930, 2016 (TPAMI)
    DOI Preprint Project Page | Codes
18. Learning from Multiple Sources for Video Summarisation
    X. Zhu, C. C. Loy, S. Gong
    International Journal of Computer Vision, vol. 117, no. 3, pp. 247–268, 2015 (IJCV)
    DOI PDF Technical Report Project Page
19. Image Super-Resolution Using Deep Convolutional Networks
    C. Dong, C. C. Loy, K. He, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 2, pp. 295-307, 2015 (TPAMI)
    DOI PDF Supplementary Material Project Page | Codes
20. Constrained Clustering with Imperfect Oracles
    X. Zhu, C. C. Loy, S. Gong
    IEEE Transactions on Neural Networks and Learning Systems, 2015 (TNNLS)
    DOI PDF Project Page
21. On-the-fly Feature Importance Mining for Person Re-Identification
    C. Liu, S. Gong, and C. C. Loy
    Pattern Recognition, vol. 47, no. 4, pp. 1602-1615, 2014 (PR)
    DOI PDF Project Page
22. Incremental Activity Modelling in Multiple Disjoint Cameras
    C. C. Loy, T. Xiang, S. Gong
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 9, pp. 1799-1813, 2012 (TPAMI)
    DOI PDF Project Page | Codes
23. Detecting and Discriminating Behavioural Anomalies
    C. C. Loy, T. Xiang, S. Gong
    Pattern Recognition, vol. 44, no. 1, pp. 117-132, 2011 (PR)
    DOI PDF
24. Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
    C. C. Loy, T. Xiang, S. Gong
    International Journal of Computer Vision, vol. 90, no. 1, pp. 106-129, 2010 (IJCV)
    DOI PDF Project Page | Codes
25. Authenticating the Identity of Computer Users with Typing Biometrics and the Fuzzy Min-Max Neural Network
    A. Quteishat, C. P. Lim, C. C. Loy, and W. K. Lai
    Special Issue on Biometrics and Its Applications, International Journal of Biomedical Soft Computing and Human Sciences, vo. 14, no. 1, pp. 47-53, 2008
    PDF

Conference

1. Positional Encoding as Spatial Inductive Bias in GANs
   R. Xu, X. Wang, K. Chen, B. Zhou, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Technical Report Project Page YouTube
2. BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
   K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Technical Report Project Page
3. GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution
   K. C. K. Chan, X. Wang, X. Xu, J. Gu, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR, Oral)
   Technical Report Project Page
4. Unsupervised 3D Shape Completion through GAN-Inversion
   J. Zhang, X. Chen, Z. Cai, L. Pan, H. Zhao, S. Yi, C. K. Yeo, B. Dai, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
5. Deep Animation Video Interpolation in the Wild
   S-Y. Li, S. Zhao, W. Yu, W. Sun, D. Metaxas, C. C. Loy, Z. Liu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Technical Report Project Page
6. Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation
   H. Zhou, Y. Sun, W. Wu, C. C. Loy, X. Wang, Z. Liu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
7. Robust Reference-based Super-Resolution via C²-Matching
   Y. Jiang, K. C. K. Chan, X. Wang, C. C. Loy, Z. Liu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
8. Everything's Talkin': Pareidolia Face Reenactment
   L. Song, W. Wu, C. Fu, C. Qian, C. C. Loy, R. He
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   PDF Technical Report Project Page
9. Audio-Driven Emotional Video Portraits
   X. Ji, H. Zhou, K. Wang, W. Wu, X. Cao, C. C. Loy, F. Xu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
10. Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network
    R. Feng, C. Li, H. Chen, S. Li, C. C. Loy, J. Gu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    Coming Soon
11. Seesaw Loss for Long-Tailed Instance Segmentation
    J. Wang, W. Zhang, Y. Zang, Y. Cao, J. Pang, T. Gong, K. Chen, Z. Liu, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    Technical Report
12. Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs
    X. Pan, B. Dai, Z. Liu, C. C. Loy, P. Luo
    International Conference on Learning Representations, 2021 (ICLR, Oral)
    Technical Report Project Page
13. Understanding Deformable Alignment in Video Super-Resolution
    K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2021 (AAAI)
    Technical Report
14. Cross-Scale Internal Graph Neural Network for Image Super-Resolution
    S. Zhou, J. Zhang, W. Zuo, C. C. Loy
    in Proceedings of Neural Information Processing Systems, 2020 (NeurIPS)
    PDF Technical Report Supplementary Material Project Page
15. Knowledge Distillation Meets Self-Supervision
    G. Xu, Z. Liu, X. Li, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
16. TSIT: A Simple and Versatile Framework for Image-to-Image Translation
    L. Jiang, C. Zhang, M. Huang, C. Liu, J. Shi, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV, Spotlight)
    PDF Technical Report Supplementary Material Project Page | Codes
17. LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
    T.-W. Hui, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
18. MessyTable: Instance Association in Multiple Camera Views
    Z. Cai, J. Zhang, D. Ren, C. Yu, H. Zhao, S. Yi, C. K. Yeo, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
19. MEAD: A Large-scale Audio-visual Dataset for Emotional Talking Face Generation
    K. Wang, Q. Wu, L. Song, Z. Yang, W. Wu, C. Qian, R. He, Y. Qiao, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Project Page
20. RGB-D Salient Object Detection with Cross-Modality Modulation and Selection
    C. Li, R. Cong, Y. Piao, Q. Xu, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
21. Side-Aware Boundary Localization for More Precise Object Detection
    J. Wang, W. Zhang, Y. Cao, K. Chen, J. Pang, T. Gong, J. Shi, C. C. Loy, D. Lin
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material
22. Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
    X. Pan, X. Zhan, B. Dai, D. Lin, C. C. Loy, P. Luo
    European Conference on Computer Vision, 2020 (ECCV, Oral)
    PDF Technical Report Project Page | Codes
23. DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
    L. Jiang, W. Wu, R. Li, C. Qian, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page
24. Self-Supervised Scene De-occlusion
    X. Zhan, X. Pan, B. Dai, Z. Liu, D. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR, Oral)
    PDF Technical Report Supplementary Material Project Page | Codes YouTube
25. TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting
    Z. Yang, W. Zhu, W. Wu, C. Qian, Q. Zhou, B. Zhou, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
26. Online Deep Clustering for Unsupervised Representation Learning
    X. Zhan, J. Xie, Z. Liu, Y. S. Ong, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Project Page | Codes
27. Inter-Region Affinity Distillation for Road Marking Segmentation
    Y. Hou, Z. Ma, C. Liu, T.-W. Hui, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
28. Learning to Cluster Faces via Confidence and Connectivity Estimation
    L. Yang, D. Chen, X. Zhan, R. Zhao, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
29. Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
    C. Guo, C. Li, J. Guo, C. C. Loy, J. Hou, S. Kwong, R. Cong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
30. Prime Sample Attention in Object Detection
    Y. Cao, K. Chen, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
31. EcoNAS: Finding Proxies for Economical Neural Architecture Search
    D. Zhou, X. Zhou, W. Zhang, C. C. Loy, S. Yi, X. Zhang, W. Ouyang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material
32. Real or Not Real, That is the Question
    Y. Xiangli, Y. Deng, B. Dai, C. C. Loy, D. Lin
    International Conference on Learning Representations, 2020 (ICLR, Spotlight)
    PDF Project Page | Codes
33. CARAFE: Content-Aware ReAssembly of FEatures
    J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV, Oral)
    PDF Technical Report Supplementary Material
34. Delving Deep into Hybrid Annotations for 3D Human Recovery in the Wild
    Y. Rong, Z. Liu, C. Li, K. Cao, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
    PDF Technical Reports Project Page | Codes Supplementary Material
35. Robust Multi-Modality Multi-Object Tracking
    W. Zhang, H. Zhou, S. Sun, Z. Wang, J. Shi, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
    PDF Technical Report Project Page | Codes
36. Learning Lightweight Lane Detection CNNs by Self Attention Distillation
    Y. Hou, Z. Ma, C, Liu, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
    PDF Technical Report Supplementary Material Project Page | Codes
37. One-shot Face Reenactment
    Y. Zhang, S. Zhang, Y. He, C. Li, C. C. Loy, Z. Liu
    in Proceedings of British Machine Vision Conference, 2019 (BMVC, Spotlight)
    PDF Technical Report Project Page | Codes
38. Deep Network Interpolation for Continuous Imagery Effect Transition
    X. Wang, K. Yu, C. Dong, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page
39. Hybrid Task Cascade for Instance Segmentation
    K. Chen, J. Pang, J. Wang, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Shi, W. Ouyang, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR, Winning entry of COCO 2018 Challenge - object detection task)
    PDF Technical Report Project Page | Codes
40. Region Proposal by Guided Anchoring
    J. Wang, K. Chen, S. Yang, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page | Codes
41. Dense Intrinsic Appearance Flow for Human Pose Transfer
    Y. Li, C. Huang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
42. Deep Flow-Guided Video Inpainting
    R. Xu, X. Li, B. Zhou, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page
43. TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation
    W. Wu, K. Cao, C. Li, C. Qian, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Supplementary Material Project Page
44. Learning to Cluster Faces on an Affinity Graph
    L. Yang, X. Zhan, D. Chen, J. Yan, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR, Oral)
    PDF Technical Report Project Page | Codes
45. Learning a Unified Classifier Incrementally via Rebalancing
    S. Hou, X. Pan, C. C. Loy, Z. Wang, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Project Page | Codes
46. Self-Supervised Learning via Conditional Motion Propagation
    X. Zhan, X. Pan, Z. Liu, D. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page | Codes
47. Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
    Y. Hou, Z. Ma, C. Liu, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2019 (AAAI, Oral)
    PDF Technical Report Project Page | Codes
48. Instance-level Facial Attributes Transfer with Geometry-aware Flow
    W. Yin, Z. Liu, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2019 (AAAI, Spotlight)
    PDF Technical Report Project Page | Codes
49. Non-Local Recurrent Network for Image Restoration
    D. Liu, B. Wen, Y. Fan, C. C. Loy, T. S. Huang
    in Proceedings of Neural Information Processing Systems, 2018 (NeurIPS)
    PDF Technical Report Project Page | Codes
50. Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
    X. Li, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    PDF Technical Report
51. Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition
    X. Zhan, Z. Liu, J. Yan, D. Lin, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    PDF Technical Report Project Page | Codes
52. The Devil of Face Recognition is in the Noise
    F. Wang, L. Chen, C. Li, S. Huang, Y. Chen, C. Qian, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    PDF Technical Report Project Page
53. ReenactGAN: Learning to Reenact Faces via Boundary Transfer
    W. Wu, Y. Zhang, C. Li, C. Qian, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    PDF Technical Report Supplementary Material Project Page YouTube
54. Lifelong Learning via Progressive Distillation and Retrospection
    S. Hou, X. Pan, C. C. Loy, Z. Wang, D. Lin
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    PDF Project Page | Codes
55. Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition
    G. Yin, L. Sheng, B. Liu, N. Yu, X. Wang, J. Shao, C. C. Loy
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    PDF Technical Report
56. PSANet: Point-wise Spatial Attention Network for Scene Parsing
    H. Zhao, Y. Zhang, S. Liu, J. Shi, C. C. Loy, D. Lin, J. Jia
    in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
    PDF Supplementary Material Project Page
57. Aesthetic-Driven Image Enhancement by Adversarial Learning
    Y. Deng, C. C. Loy, X. Tang
    ACM Multimedia, 2018 (ACM MM)
    PDF Technical Report Project Page | Codes
58. Optimizing Video Object Detection via a Scale-Time Lattice
    K. Chen, J. Wang, S. Yang, X. Zhang, Y. Xiong, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    PDF Technical Report Project Page YouTube
59. Pose-Robust Face Recognition via Deep Residual Equivariant Mapping
    K. Cao, Y. Rong, C. Li, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    PDF Technical Report Project Page | Codes
60. Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform
    X. Wang, K. Yu, C. Dong, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    PDF Technical Report Project Page | Codes
61. Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
    K. Yu, C. Dong, L. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR, Spotlight)
    PDF Technical Report Project Page | Codes
62. LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation
    T.-W. Hui, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR, Spotlight)
    PDF Technical Report Project Page | Codes YouTube
63. Fusing Object Context to Detect Functional Area for Cognitive Robots
    H. Cheng, J. Cai, Q. Liu, Z. Zhang, K. Yang, C. C. Loy, L. Lin
    in Proceedings of IEEE International Conference on Robotics and Automation, 2018 (ICRA)
    PDF
64. Mix-and-Match Tuning for Self-supervised Semantic Segmentation
    X. Zhan, Z. Liu, P. Luo, X. Tang, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2018 (AAAI, Spotlight)
    PDF Technical Report Project Page | Codes
65. Merge or Not? Learning to Group Faces via Imitation Learning
    Y. He, K. Cao, C. Li, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2018 (AAAI, Spotlight)
    PDF Technical Report Project Page
66. Be Your Own Prada: Fashion Synthesis with Structural Coherence
    S. Zhu, S. Fidler, R. Urtasun, D. Lin, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2017 (ICCV)
    PDF Project Page | Codes
67. Learning to Disambiguate by Asking Discriminative Questions
    Y. Li, C. Huang, X. Tang, C. C. Loy
    in Proceedings of International Conference on Computer Vision, 2017 (ICCV)
    PDF Technical Report Project Page
68. Quantifying Facial Age by Posterior of Age Comparisons
    Y. Zhang, L. Liu, C. Li, C. C. Loy
    in Proceedings of British Machine Vision Conference, 2017 (BMVC, Oral)
    PDF Technical Report Project Page
69. PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
    X. Zhang, Z. Li, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR)
    PDF Technical Report Project Page
70. Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade
    X. Li, Z. Liu, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR, Spotlight)
    PDF Technical Report Project Page
71. Discover and Learn New Objects from Documentaries
    K. Chen, H. Song, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR, Spotlight)
    PDF Technical Report Project Page
72. Local Similarity-Aware Deep Feature Embedding
    C. Huang, C. C. Loy, X. Tang
    in Proceedings of Neural Information Processing Systems, 2016 (NIPS)
    PDF Technical Report
73. Pedestrian Color Naming via Convolutional Neural Network
    Z. Cheng, X. Li, and C. C. Loy
    in Proceedings of Asian Conference on Computer Vision, 2016 (ACCV, Oral, Best Application Paper Honorable Mention)
    PDF Project Page
74. Accelerating the Super-Resolution Convolutional Neural Network
    C. Dong, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
75. Joint Face Representation Adaptation and Clustering in Videos
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    PDF Project Page
76. Depth Map Super Resolution by Deep Multi-Scale Guidance
    T.-W. Hui, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    PDF Project Page | Codes
77. Deep Specialized Network for Illuminant Estimation
    W. Shi, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    PDF Project Page
78. Deep Cascaded Bi-Network for Face Hallucination
    S. Zhu, S. Liu, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    PDF Technical Report Project Page | Codes
79. Human Attribute Recognition by Deep Hierarchical Contexts
    Y. Li, C. Huang, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
    PDF Project Page
80. WIDER FACE: A Face Detection Benchmark
    S. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Oral)
    PDF Technical Report Leaderboard | Dataset
81. Sketch Me That Shoe
    Q. Yu, F. Liu, Y. Song, T. Xiang, T. M. Hospedales, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Oral)
    PDF Project Page | Codes
82. Learning Deep Representation for Imbalanced Classification
    C. Huang, Y. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Spotlight)
    PDF Project Page | Codes
83. Slicing Convolutional Neural Network for Crowd Video Understanding
    J. Shao, C. C. Loy, K. Kang, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Spotlight)
    PDF Project Page | Codes
84. Unconstrained Face Alignment via Cascaded Compositional Learning
    S. Zhu, C. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR)
    PDF Project Page
85. Unsupervised Learning of Discriminative Attributes and Visual Representations
    C. Huang, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR)
    PDF Project Page | Codes
86. Reading Scene Text in Deep Convolutional Sequences
    P. He, W. Huang, Y. Qiao, C. C. Loy, X. Tang
    in Proceedings of AAAI Conference on Artificial Intelligence, 2016 (AAAI, Oral)
    PDF Technical Report
87. Towards Robust Color Recovery for High-Capacity Color QR Codes
    Z. Yang, Z. Cheng, C. C. Loy, W. C. Lau, C. M. Li, G. Li
    in Proceedings of IEEE International Conference on Image Processing, 2016 (ICIP)
    PDF Project Page
88. From Facial Part Responses to Face Detection: A Deep Learning Approach
    S. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 3676-3684, 2015 (ICCV)
    PDF Technical Report Supplementary Material Project Page
89. Learning Social Relation Traits from Face Images
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 3631-3639, 2015 (ICCV)
    PDF Technical Report Supplementary Material Project Page
90. Semantic Image Segmentation via Deep Parsing Network
    Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 1377-1385, 2015 (ICCV, Oral)
    PDF Technical Report Project Page
91. Compression Artifacts Reduction by a Deep Convolutional Network
    C. Dong, Y. Deng, C. C. Loy, X. Tang
    in Proceedings of International Conference on Computer Vision, pp. 576-584, 2015 (ICCV)
    PDF Technical Report Project Page | Codes
92. Deeply Learned Attributes for Crowded Scene Understanding
    J. Shao, K. Kang, C. C. Loy, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 4657-4666, 2015 (CVPR, Oral)
    PDF Project Page | Codes
93. Face Alignment by Coarse-to-Fine Shape Searching
    S. Zhu, C. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 4998-5006, 2015 (CVPR)
    PDF Project Page | Codes
94. A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
    L. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 3973-3981, 2015 (CVPR)
    PDF Technical Report Project Page Model@Caffe
95. DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection
    W. Ouyang, X. Wang, X. Zeng, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2403-2412, 2015 (CVPR, Winning approach in ILSVRC2014 detection task)
    PDF Project Page | Codes
96. Deep Representation Learning with Target Coding
    S. Yang, P. Luo, C. C. Loy, K. W. Shum, X. Tang
    in Proceedings of AAAI Conference on Artificial Intelligence, 2015 (AAAI, Oral, nominated as easily accessible paper)
    PDF Supplementary Material Project Page | Codes
97. Learning a Deep Convolutional Network for Image Super-Resolution
    C. Dong, C. C. Loy, K. He, X. Tang
    in Proceedings of European Conference on Computer Vision, pp 184-199, 2014 (ECCV)
    PDF Supplementary Material Project Page | Codes
98. Facial Landmark Detection by Deep Multi-task Learning
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of European Conference on Computer Vision, pp. 94-108, 2014 (ECCV)
    PDF Technical Report Project Page | Codes
99. Scene-Independent Group Profiling in Crowd
    J. Shao, C. C. Loy, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2227-2234, 2014 (CVPR, Oral)
    PDF Demo Project Page | Codes
100. Constructing Robust Affinity Graphs for Spectral Clustering
     X. Zhu, C. C. Loy, S. Gong
     in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1450-1457, 2014 (CVPR)
     PDF Poster Project Page | Codes
101. Pedestrian Attribute Recognition At Far Distance
     Y. Deng, P. Luo, C. C. Loy, X. Tang
     ACM Multimedia, pp. 789-792, 2014 (ACM MM)
     PDF Technical Report Project Page
102. Crowd Saliency Detection via Global Similarity Structure
     M. K. Lim, V. J. Kok, C. C. Loy, and C. S. Chan
     in Proceedings of International Conference on Pattern Recognition, pp. 3957-3962, 2014 (ICPR, Oral)
     PDF Project Page
103. Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles
     X. Zhu, C. C. Loy, S. Gong
     in Proceedings of IEEE International Conference on Data Mining, pp. 1307-1312, 2013 (ICDM)
     PDF Project Page
104. Video Synopsis by Heterogeneous Multi-Source Correlation
     X. Zhu, C. C. Loy, S. Gong
     in Proceedings of IEEE International Conference on Computer Vision, pp. 81-88, 2013 (ICCV)
     PDF Poster Project Page
105. POP: Person Re-Identification Post-Rank Optimisation
     C. Liu, C. C. Loy, S. Gong, G. Wang
     in Proceedings of IEEE International Conference on Computer Vision, pp. 441-448, 2013 (ICCV)
     PDF Poster Project Page
106. From Semi-Supervised to Transfer Counting of Crowds
     C. C. Loy, S. Gong, T. Xiang
     in Proceedings of IEEE International Conference on Computer Vision, pp. 2256-2263, 2013 (ICCV)
     PDF Poster Project Page
107. Person Re-Identification by Manifold Ranking
     C. C. Loy, C. Liu, S. Gong
     in Proceedings of IEEE International Conference on Image Processing, pp. 3567-3571, 2013 (ICIP)
     PDF Poster Project Page | Codes
108. Cumulative Attribute Space for Age and Crowd Density Estimation
     K. Chen, S. Gong, T. Xiang, and C. C. Loy
     in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2467-2474, 2013 (CVPR, Oral)
     PDF Poster Project Page
109. Feature Mining for Localised Crowd Counting
     K. Chen, C. C. Loy, S. Gong, T. Xiang
     in Proceedings of British Machine Vision Conference, 2012 (BMVC)
     PDF Extended Abstract Poster Project Page
110. Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies
     X. Zhu, S. Gong, and C. C. Loy
     in Proceedings of British Machine Vision Conference, 2012 (BMVC)
     PDF Extended Abstract Poster
111. Stream-based Joint Exploration-Exploitation Active Learning
     C. C. Loy, T. M. Hospedales, T. Xiang, S. Gong
     in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1560-1567, 2012 (CVPR, Oral)
     PDF Project Page | Codes
112. Stream-based Active Unusual Event Detection
     C. C. Loy, T. Xiang, S. Gong
     in Proceedings of Asian Conference on Computer Vision, pp. 161-175, 2010 (ACCV, Oral)
     PDF
113. Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model
     C. C. Loy, T. Xiang, S. Gong
     in Proceedings of International Conference on Computer Vision, pp. 120-127, 2009 (ICCV, Oral)
     PDF Project Page | Codes
114. Modelling Multi-object Activity by Gaussian Processes
     C. C. Loy, T. Xiang, S. Gong
     in Proceedings of British Machine Vision Conference, 2009 (BMVC)
     PDF Extended Abstract Poster
115. Multi-Camera Activity Correlation Analysis
     C. C. Loy, T. Xiang, S. Gong
     in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1988-1995, 2009 (CVPR, Oral)
     PDF Project Page | Codes
116. Robust Modular ARTMAP for Multi-Class Shape Recognition
     C. P. Tan, C. C. Loy, W. K. Lai, and C. P. Lim
     in Proceedings of IEEE International Joint Conference on Neural Networks, pp. 2405-2412, 2008 (IJCNN)
117. Keystroke Patterns Classification using the ARTMAP-FD Neural Network
     C. C. Loy, W. K. Lai, and C. P. Lim
     in Proceedings of International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 61-64, 2007 (IIHMSP)
     PDF
118. Use of Circle-Segments as a Data Visualization Technique for Feature Selection in Pattern Classification
     S. L. Wang, C. C. Loy, C. P. Lim, W. K. Lai, and K. S. Tan
     in Proceedings of International Conference on Neural Information Processing, pp. 625-634, 2007 (ICONIP)
     PDF
119. Investigation into the Use of N-grams for Ovarian Cancer Identification
     Z. Z. Sharifah, C. C. Loy, S. Y. Tai, and W. K. Lai
     in Proceedings of International Conference of Artificial Intelligence in Engineering and Technology, 2006
120. Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection
     C. C. Loy, W. K. Lai, and C. P. Lim
     in Proceedings of International Conference on Neural Information Processing, pp. 776-785, 2006 (ICONIP)
     PDF
121. Pressure-based Typing Biometrics User Authentication Using The Fuzzy ARTMAP Neural Network
     C. C. Loy, C. P. Lim, and W. K. Lai
     in Proceedings of International Conference on Neural Information Processing, 2005 (ICONIP)
     PDF

Technical Report

1. Domain Generalization: A Survey
   K. Zhou, Z. Liu, Y. Qiao, T. Xiang, C. C. Loy
   Technical report, arXiv:2102.12867, 2021
   Technical Report
2. Network Pruning via Resource Reallocation
   Y. Hou, Z. Ma, C. Liu, Z. Wang, C. C. Loy
   Technical report, arXiv:2103.01847, 2021
   Technical Report
3. FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation
   Y Zang, C. Huang, C. C. Loy
   Technical report, arXiv:2102.12867, 2021
   Technical Report
4. DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results
   L. Jiang, Z. Guo, W. Wu, Z. Liu, Z. Liu, C. C. Loy et al.
   Technical report, arXiv:2102.09471, 2021
   Technical Report
5. Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory
   Y. Rong, Z. Liu, C. C. Loy
   Technical report, arXiv:2012.14739, 2020
   Technical Report
6. Focal Frequency Loss for Image Reconstruction and Synthesis
   L. Jiang, B. Dai, W. Wu, C. C. Loy
   Technical report, arXiv:2012.12821, 2020
   Technical Report Project Page
7. Multi-Modality Cut and Paste for 3D Object Detection
   W. Zhang, Z. Wang, C. C. Loy
   Technical report, arXiv:2012.12741, 2020 (Best neural planning metric (PKL), second runner-up, nuScenes Detection Challenge)
   Technical Report Project Page
8. Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup
   G. Xu, Z. Liu, C. C. Loy
   Technical report, arXiv:2012.05217, 2020
   Technical Report Project Page
9. Positional Encoding as Spatial Inductive Bias in GANs
   R. Xu, X. Wang, K. Chen, B. Zhou, C. C. Loy
   Technical report, arXiv:2012.05217, 2020
   Technical Report Project Page YouTube
10. BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
    K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
    Technical report, arXiv:2012.02181, 2020
    Technical Report Project Page
11. GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution
    K. C. K. Chan, X. Wang, X. Xu, J. Gu, C. C. Loy
    Technical report, arXiv:2012.00739, 2020
    Technical Report Project Page
12. Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs
    X. Pan, B. Dai, Z. Liu, C. C. Loy, P. Luo
    Technical report, arXiv:2011.00844, 2020
    Technical Report Project Page
13. Flexible Piecewise Curves Estimation for Photo Enhancement
    C. Li, C. Guo, Q. Ai, S. Zhou, C. C. Loy
    Technical report, arXiv:2010.13412, 2020
    Technical Report
14. Texture Memory-Augmented Deep Patch-Based Image Inpainting
    R. Xu, M. Guo, J. Wang, X. Li, B. Zhou, C. C. Loy
    Technical report, arXiv:2009.13240, 2020
    Technical Report
15. Understanding Deformable Alignment in Video Super-Resolution
    K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
    Technical report, arXiv:2009.07265, 2020
    Technical Report
16. Delving into Inter-Image Invariance for Unsupervised Visual Representations
    J. Xie, X. Zhan, Z. Liu, Y. S. Ong, C. C. Loy
    Technical report, arXiv:2008.11702, 2020
    Technical Report Project Page | Codes
17. Seesaw Loss for Long-Tailed Instance Segmentation
    J. Wang, W. Zhang, Y. Zang, Y. Cao, J. Pang, T. Gong, K. Chen, Z. Liu, C. C. Loy, D. Lin
    Technical report, arXiv:2008.10032, 2020
    Technical Report
18. Cross-Scale Internal Graph Neural Network for Image Super-Resolution
    S. Zhou, J. Zhang, W. Zuo, C. C. Loy
    Technical report, arXiv:2006.16673, 2020
    Technical Report Project Page
19. Knowledge Distillation Meets Self-Supervision
    G. Xu, Z. Liu, X. Li, C. C. Loy
    Technical report, arXiv:2006.07114, 2020
    Technical Report Project Page | Codes
20. Feature Pyramid Grids
    K. Chen, Y. Cao, C. C. Loy, D. Lin, C. Feichtenhofer
    Technical report, arXiv:2004.03580, 2020
    Technical Report
21. Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
    X. Pan, X. Zhan, B. Dai, D. Lin, C. C. Loy, P. Luo
    Technical report, arXiv:2003.13659, 2020
    Technical Report Project Page | Codes
22. Residual Knowledge Distillation
    M. Gao, Y. Shen, Q. Li, C. C. Loy
    Technical report, arXiv:2002.09168, 2020
    Technical Report
23. Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
    C. Guo, C. Li, J. Guo, C. C. Loy, J. Hou, S. Kwong, R. Cong
    Technical report, arXiv:2001.06826, 2020
    Technical Report Project Page | Codes
24. Everybody’s Talkin’: Let Me Talk as You Want
    L. Song, W. Wu, C. Qian, R. He, C. C. Loy
    Technical report, arXiv:2001.05201, 2020
    Technical Report Project Page
25. DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
    L. Jiang, W. Wu, R. Li, C. Qian, C. C. Loy
    Technical report, arXiv:2001.03024, 2020
    Technical Report Project Page
26. EcoNAS: Finding Proxies for Economical Neural Architecture Search
    D. Zhou, X. Zhou, W. Zhang, C. C. Loy, S. Yi, X. Zhang, W. Ouyang
    Technical report, arXiv:2001.01233, 2020
    Technical Report
27. Side-Aware Boundary Localization for More Precise Object Detection
    J. Wang, W. Zhang, Y. Cao, K. Chen, J. Pang, T. Gong, J. Shi, C. C. Loy, D. Lin
    Technical report, arXiv:1912.04260, 2019
    Technical Report
28. Learning to Synthesize Fashion Textures
    W. Shi, T.-W. Hui, Z. Liu, D. Lin, C. C. Loy
    Technical report, arXiv:1911.07472, 2019
    Technical Report
29. Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer
    M. Gao, Y. Shen, Q. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1812.01819, 2018
    Technical Report
30. MMDetection: Open MMLab Detection Toolbox and Benchmark
    K. Chen, J. Wang, J. Pang, Y. Cao, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Xu, Z. Zhang, D. Cheng, C. Zhu, T. Cheng, Q. Zhao, B. Li, X. Lu, R. Zhu, Y. Wu, J. Dai, J. Wang, J. Shi, W. Ouyang, C. C. Loy, D. Lin
    Technical report, arXiv:1906.07155, 2019
    Technical Report Project Page
31. CARAFE: Content-Aware ReAssembly of FEatures
    J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
    Technical report, arXiv:1905.02188, 2019
    Technical Report
32. Path-Restore: Learning Network Path Selection for Image Restoration
    K. Yu, X. Wang, C. Dong, X. Tang, C. C. Loy
    Technical report, arXiv:1904.10343, 2019
    Technical Report Project Page
33. Prime Sample Attention in Object Detection
    Y. Cao, K. Chen, C. C. Loy, D. Lin
    Technical report, arXiv:1904.04821, 2019
    Technical Report Project Page | Codes
34. A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization
    T.-W. Hui, X. Tang, C. C. Loy
    Technical report, arXiv:1903.07414, 2019
    Technical Report Project Page | Codes
35. Unsupervised Bi-directional Flow-based Video Generation from one Snapshot
    L. Sheng, J. Pan, J. Guo, J. Shao, X. Wang, C. C. Loy
    Technical report, arXiv:1903.00913, 2019
    Technical Report
36. WIDER Face and Pedestrian Challenge 2018: Methods and Results
    C. C. Loy, D. Lin, W. Ouyang, Y. Xiong, S. Yang, Q. Huang, D. Zhou, W. Xia, Q. Li, P. Luo, J. Yan, et al.
    Technical report, arXiv:1902.06854, 2019
    Technical Report
37. Hybrid Task Cascade for Instance Segmentation
    K. Chen, J. Pang, J. Wang, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Shi, W. Ouyang, C. C. Loy, D. Lin
    Technical report, arXiv:1901.07518, 2019 (Winning entry of COCO 2018 Challenge - object detection task)
    Technical Report Project Page | Codes
38. Region Proposal by Guided Anchoring
    J. Wang, K. Chen, S. Yang, C. C. Loy, D. Lin
    Technical report, arXiv:1901.03278, 2019
    Technical Report Project Page | Codes
39. Deep Network Interpolation for Continuous Imagery Effect Transition
    X. Wang, K. Yu, C. Dong, X. Tang, C. C. Loy
    Technical report, arXiv:1811.10515, 2018
    Technical Report Project Page
40. Improving On-policy Learning with Statistical Reward Accumulation
    Y. Deng, K. Yu, D. Lin, X. Tang, C. C. Loy
    Technical report, arXiv:1809.02387, 2018
    Technical Report Project Page
41. Non-Local Recurrent Network for Image Restoration
    D. Liu, B. Wen, Y. Fan, C. C. Loy, T. S. Huang
    Technical report, arXiv:1806.02919, 2018
    Technical Report Project Page | Codes
42. Deep Imbalanced Learning for Face Recognition and Attribute Prediction
    C. Huang, Y. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1806.00194, 2018
    Technical Report
43. Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
    X. Li, C. C. Loy
    Technical report, arXiv:1803.04242, 2018
    Technical Report
44. Aesthetic-Driven Image Enhancement by Adversarial Learning
    Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1707.05251, 2017
    Technical Report Project Page | Codes
45. Merge or Not? Learning to Group Faces via Imitation Learning
    Y. He, K. Cao, C. Li, C. C. Loy
    Technical report, arXiv:1707.03986, 2017
    Technical Report Project Page
46. Face Detection through Scale-Friendly Deep Convolutional Networks
    S. Yang, Y. Xiong, C. C. Loy, X. Tang
    Technical report, arXiv:1706.02863, 2017
    Technical Report
47. Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications
    Z. Yang, H. Xu, J. Deng, C. C. Loy, W. C. Lau
    Technical report, arXiv:1704.06447, 2017
    Technical Report
48. Faceness-Net: Face Detection through Deep Facial Part Responses
    S. Yang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1701.08393, 2017
    Technical Report
49. PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
    X. Zhang, Z. Li, C. C. Loy, D. Lin
    Technical report, arXiv:1611.05725, 2016
    Technical Report Project Page
50. Image Aesthetic Assessment: An Experimental Survey
    Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1610.00838, 2016
    PDF Project Page
51. From Facial Expression Recognition to Interpersonal Relation Prediction
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1609.06426, 2016
    Technical Report Project Page
52. Deep Convolution Networks for Compression Artifacts Reduction
    K. Yu, C. Dong, C. C. Loy, X. Tang
    Technical report, arXiv:1608.02778, 2016
    Technical Report Project Page | Codes
53. Deep Learning Markov Random Field for Semantic Segmentation
    Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1606.07230, 2016
    Technical Report Project Page
54. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
    C. Huang, C. C. Loy, X. Tang
    Technical report, arXiv:1602.01197, 2016
    Technical Report
55. WIDER FACE: A Face Detection Benchmark
    S. Yang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1511.06523, 2015
    Technical Report Leaderboard | Dataset
56. Towards Arbitrary-View Face Alignment by Recommendation Trees
    S. Zhu, C. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1511.06627, 2015
    Technical Report
57. An Empirical Study of Recent Face Alignment Methods
    H. Yang, X. Jia, C. C. Loy, P. Robinson
    Technical report, arXiv:1511.05049, 2015
    Technical Report Project Page
58. Reading Scene Text in Deep Convolutional Sequences
    P. He, W. Huang, Y. Qiao, C. C. Loy, X. Tang
    Technical report, arXiv:1506.04395, 2015
    Technical Report
59. Boosting Optical Character Recognition: A Super-Resolution Approach
    C. Dong, X. Zhu, Y. Deng, C. C. Loy, Y. Qiao
    Technical report, arXiv:1506.02211, 2015 (Winning approach in ICDAR Competition on Text Image Super-Resolution)
    Technical Report
60. Compression Artifacts Reduction by a Deep Convolutional Network
    C. Dong, Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1504.06993, 2015
    Technical Report Project Page | Codes
61. Image Super-Resolution Using Deep Convolutional Networks
    C. Dong, C. C. Loy, K. He, X. Tang
    Technical report, arXiv:1501.00092, 2015
    Technical Report Supplementary Material Project Page | Codes
62. Learning Deep Representation for Face Alignment with Auxiliary Attributes
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1408.3967, 2014
    Technical Report Project Page | Codes
63. Transferring Landmark Annotations for Cross-Dataset Face Alignment
    S. Zhu, C. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1409.0602, 2014
    Technical Report Project Page
64. DeepID-Net: Multi-stage and Deformable Deep Convolutional Neural Network for Generic Object Detection
    W. Ouyang, P. Luo, X. Zeng, S. Qiu, Y. Tian, H. Li, S. Yang, Z. Wang, Y. Xiong, C. Qian, Z. Zhu, R. Wang, C. C. Loy, X. Wang, X. Tang
    Technical report, arXiv:1409.3505, 2014
    Technical Report Project Page

Workshop

1. EDVR: Video Restoration with Enhanced Deformable Convolutional Networks
   X. Wang, C. K. Chan, K. Yu, C. Dong, X. Tang, C. C. Loy
   in Workshop Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, NTIRE, 2019 (CVPRW, Winning approach of all four tracks in the NTIRE 2019 video restoration and enhancement challenges)
   Technical Report Project Page | Codes
2. Disentangling Content and Style via Unsupervised Geometry Distillation
   W. Wu, K. Cao, C. Li, C. Qian, C. C. Loy
   International Conference on Learning Representations Workshop, 2019 (ICLRW)
   PDF
3. ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
   X. Wang, K. Yu, S. Wu, J. Gu, Y. Liu, C. Dong, C. C. Loy, Y. Qiao, X. Tang
   in Workshop Proceedings of European Conference on Computer Vision, 2018 (Champion, Region 3 in the PIRM2018-SR Challenge, ECCV)
   Technical Report Project Page | Codes
4. Video Object Segmentation with Re-identification
   X. Li, Y. Qi, Z. Wang. K. Chen, Z. Liu, J. Shi, P. Luo, X. Tang, C. C. Loy
   in Workshop of DAVIS Challenge on Video Object Segmentation, IEEE Conference on Computer Vision and Pattern Recognition, 2017 (Winning approach in DAVIS Challenge 2017, CVPR)
   PDF Technical Report Project Page
5. Person Re-Identification: What Features are Important?
   C. Liu, S. Gong, C. C. Loy, X. Lin
   in Proceedings of European Conference on Computer Vision, International Workshop on Re-Identification, pp. 391-401, 2012 (Re-Id @ ECCV)
   PDF Project Page
6. Salient Motion Detection in Crowded Scenes
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of International Symposium on Communications, Control and Signal Processing, pp. 1-4, 2012
   PDF
7. From Local Temporal Correlation to Global Anomaly Detection
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of European Conference on Computer Vision, International Workshop on Machine Learning for Vision-based Motion Analysis, 2008 (MLVMA @ ECCV)
   
8. Modular ARTMAP for Multi-Class Pattern Recognition
   C. C. Loy, C. P. Tan, W. K. Lai
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2007
9. Needle in a Data Haystack: Finding Similarities in High-Dimensional Data
   W. K. Lai, A. Z. Fatimah, and C. C. Loy
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2006
10. Classification of Computer System Users through Keystroke Dynamics
    C. C. Loy, I. Hanum, C. P. Lim, W. K. Lai
    in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2005
11. The Development of a Pressure-based Typing Biometrics User Authentication System
    C. C. Loy, C. P. Lim, W. K. Lai
    ASEAN Virtual Instrumentation Applications Contest, 2005
    PDF

Invited Paper

1. Surveillance Video Behaviour Profiling and Anomaly Detection
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of Society of Photo-Optical Instrumentation Engineers Conference Series, 2009
   

2021

1. Positional Encoding as Spatial Inductive Bias in GANs
   R. Xu, X. Wang, K. Chen, B. Zhou, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Technical Report Project Page YouTube
2. BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
   K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Technical Report Project Page
3. GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution
   K. C. K. Chan, X. Wang, X. Xu, J. Gu, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR, Oral)
   Technical Report Project Page
4. Unsupervised 3D Shape Completion through GAN-Inversion
   J. Zhang, X. Chen, Z. Cai, L. Pan, H. Zhao, S. Yi, C. K. Yeo, B. Dai, C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
5. Deep Animation Video Interpolation in the Wild
   S-Y. Li, S. Zhao, W. Yu, W. Sun, D. Metaxas, C. C. Loy, Z. Liu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Technical Report Project Page
6. Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation
   H. Zhou, Y. Sun, W. Wu, C. C. Loy, X. Wang, Z. Liu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
7. Robust Reference-based Super-Resolution via C²-Matching
   Y. Jiang, K. C. K. Chan, X. Wang, C. C. Loy, Z. Liu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
8. Everything's Talkin': Pareidolia Face Reenactment
   L. Song, W. Wu, C. Fu, C. Qian, C. C. Loy, R. He
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   PDF Technical Report Project Page
9. Audio-Driven Emotional Video Portraits
   X. Ji, H. Zhou, K. Wang, W. Wu, X. Cao, C. C. Loy, F. Xu
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
   Coming Soon
10. Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network
    R. Feng, C. Li, H. Chen, S. Li, C. C. Loy, J. Gu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    Coming Soon
11. Seesaw Loss for Long-Tailed Instance Segmentation
    J. Wang, W. Zhang, Y. Zang, Y. Cao, J. Pang, T. Gong, K. Chen, Z. Liu, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
    Technical Report
12. CARAFE++: Unified Content-Aware ReAssembly of FEatures
    J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
    Technical Report
13. Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation
    C. Li, C. Guo, C. C. Loy
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
    DOI Technical Report Project Page
14. Understanding Deformable Alignment in Video Super-Resolution
    K. C. K. Chan, X. Wang, K. Yu, C. Dong, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2021 (AAAI)
    Technical Report
15. Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs
    X. Pan, B. Dai, Z. Liu, C. C. Loy, P. Luo
    International Conference on Learning Representations, 2021 (ICLR, Oral)
    PDF Technical Report Project Page
16. Domain Generalization: A Survey
    K. Zhou, Z. Liu, Y. Qiao, T. Xiang, C. C. Loy
    Technical report, arXiv:2102.12867, 2021
    Technical Report
17. Network Pruning via Resource Reallocation
    Y. Hou, Z. Ma, C. Liu, Z. Wang, C. C. Loy
    Technical report, arXiv:2103.01847, 2021
    Technical Report
18. FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation
    Y Zang, C. Huang, C. C. Loy
    Technical report, arXiv:2102.12867, 2021
    Technical Report
19. DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results
    L. Jiang, Z. Guo, W. Wu, Z. Liu, Z. Liu, C. C. Loy et al.
    Technical report, arXiv:2102.09471, 2021
    Technical Report

2020

1. Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory
   Y. Rong, Z. Liu, C. C. Loy
   Technical report, arXiv:2012.14739, 2020
   Technical Report
2. Focal Frequency Loss for Image Reconstruction and Synthesis
   L. Jiang, B. Dai, W. Wu, C. C. Loy
   Technical report, arXiv:2012.12821, 2020
   Technical Report Project Page
3. Multi-Modality Cut and Paste for 3D Object Detection
   W. Zhang, Z. Wang, C. C. Loy
   Technical report, arXiv:2012.12741, 2020 (Best neural planning metric (PKL), second runner-up, nuScenes Detection Challenge)
   Technical Report Project Page
4. Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup
   G. Xu, Z. Liu, C. C. Loy
   Technical report, arXiv:2012.05217, 2020
   Technical Report Project Page
5. Cross-Scale Internal Graph Neural Network for Image Super-Resolution
   S. Zhou, J. Zhang, W. Zuo, C. C. Loy
   in Proceedings of Neural Information Processing Systems, 2020 (NeurIPS)
   PDF Technical Report Supplementary Material Project Page
6. Flexible Piecewise Curves Estimation for Photo Enhancement
   C. Li, C. Guo, Q. Ai, S. Zhou, C. C. Loy
   Technical report, arXiv:2010.13412, 2020
   Technical Report
7. Texture Memory-Augmented Deep Patch-Based Image Inpainting
   R. Xu, M. Guo, J. Wang, X. Li, B. Zhou, C. C. Loy
   Technical report, arXiv:2009.13240, 2020
   Technical Report
8. Delving into Inter-Image Invariance for Unsupervised Visual Representations
   J. Xie, X. Zhan, Z. Liu, Y. S. Ong, C. C. Loy
   Technical report, arXiv:2008.11702, 2020
   Technical Report Project Page | Codes
9. Knowledge Distillation Meets Self-Supervision
   G. Xu, Z. Liu, X. Li, C. C. Loy
   European Conference on Computer Vision, 2020 (ECCV)
   PDF Technical Report Supplementary Material Project Page | Codes
10. TSIT: A Simple and Versatile Framework for Image-to-Image Translation
    L. Jiang, C. Zhang, M. Huang, C. Liu, J. Shi, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV, Spotlight)
    PDF Technical Report Supplementary Material Project Page | Codes
11. LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
    T.-W. Hui, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
12. MessyTable: Instance Association in Multiple Camera Views
    Z. Cai, J. Zhang, D. Ren, C. Yu, H. Zhao, S. Yi, C. K. Yeo, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
13. MEAD: A Large-scale Audio-visual Dataset for Emotional Talking Face Generation
    K. Wang, Q. Wu, L. Song, Z. Yang, W. Wu, C. Qian, R. He, Y. Qiao, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Project Page
14. RGB-D Salient Object Detection with Cross-Modality Modulation and Selection
    C. Li, R. Cong, Y. Piao, Q. Xu, C. C. Loy
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material Project Page | Codes
15. Side-Aware Boundary Localization for More Precise Object Detection
    J. Wang, W. Zhang, Y. Cao, K. Chen, J. Pang, T. Gong, J. Shi, C. C. Loy, D. Lin
    European Conference on Computer Vision, 2020 (ECCV)
    PDF Technical Report Supplementary Material
16. Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
    X. Pan, X. Zhan, B. Dai, D. Lin, C. C. Loy, P. Luo
    European Conference on Computer Vision, 2020 (ECCV, Oral)
    PDF Technical Report Project Page | Codes
17. Feature Pyramid Grids
    K. Chen, Y. Cao, C. C. Loy, D. Lin, C. Feichtenhofer
    Technical report, arXiv:2004.03580, 2020
    Technical Report
18. DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
    L. Jiang, W. Wu, R. Li, C. Qian, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page
19. Self-Supervised Scene De-occlusion
    X. Zhan, X. Pan, B. Dai, Z. Liu, D. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR, Oral)
    PDF Technical Report Supplementary Material Project Page | Codes YouTube
20. TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting
    Z. Yang, W. Zhu, W. Wu, C. Qian, Q. Zhou, B. Zhou, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
21. Online Deep Clustering for Unsupervised Representation Learning
    X. Zhan, J. Xie, Z. Liu, Y. S. Ong, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Project Page | Codes
22. Inter-Region Affinity Distillation for Road Marking Segmentation
    Y. Hou, Z. Ma, C. Liu, T.-W. Hui, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
23. Learning to Cluster Faces via Confidence and Connectivity Estimation
    L. Yang, D. Chen, X. Zhan, R. Zhao, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
24. Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
    C. Guo, C. Li, J. Guo, C. C. Loy, J. Hou, S. Kwong, R. Cong
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
25. Prime Sample Attention in Object Detection
    Y. Cao, K. Chen, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
26. EcoNAS: Finding Proxies for Economical Neural Architecture Search
    D. Zhou, X. Zhou, W. Zhang, C. C. Loy, S. Yi, X. Zhang, W. Ouyang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
    PDF Technical Report Supplementary Material
27. A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization
    T.-W. Hui, X. Tang, C. C. Loy
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 (TPAMI)
    DOI Technical Report Project Page | Codes
28. High-Quality Video Generation from Static Structural Annotations
    L. Sheng, J. Pan, J. Guo, J. Shao, C. C. Loy
    International Journal of Computer Vision, 2020 (IJCV)
    DOI
29. Real or Not Real, That is the Question
    Y. Xiangli, Y. Deng, B. Dai, C. C. Loy, D. Lin
    International Conference on Learning Representations, 2020 (ICLR, Spotlight)
    PDF Project Page | Codes
30. Residual Knowledge Distillation
    M. Gao, Y. Shen, Q. Li, C. C. Loy
    Technical report, arXiv:2002.09168, 2020
    Technical Report
31. Everybody’s Talkin’: Let Me Talk as You Want
    L. Song, W. Wu, C. Qian, R. He, C. C. Loy
    Technical report, arXiv:2001.05201, 2020
    Technical Report Project Page

2019

1. CARAFE: Content-Aware ReAssembly of FEatures
   J. Wang, K. Chen, R. Xu, Z. Liu, C. C. Loy, D. Lin
   in Proceedings of International Conference on Computer Vision, 2019 (ICCV, Oral)
   PDF Technical Report Supplementary Material
2. Delving Deep into Hybrid Annotations for 3D Human Recovery in the Wild
   Y. Rong, Z. Liu, C. Li, K. Cao, C. C. Loy
   in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
   PDF Technical Reports Project Page | Codes Supplementary Material
3. Robust Multi-Modality Multi-Object Tracking
   W. Zhang, H. Zhou, S. Sun, Z. Wang, J. Shi, C. C. Loy
   in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
   PDF Technical Report Project Page | Codes
4. Learning Lightweight Lane Detection CNNs by Self Attention Distillation
   Y. Hou, Z. Ma, C, Liu, C. C. Loy
   in Proceedings of International Conference on Computer Vision, 2019 (ICCV)
   PDF Technical Report Supplementary Material Project Page | Codes
5. One-shot Face Reenactment
   Y. Zhang, S. Zhang, Y. He, C. Li, C. C. Loy, Z. Liu
   in Proceedings of British Machine Vision Conference, 2019 (BMVC, Spotlight)
   PDF Technical Report Project Page | Codes
6. MMDetection: Open MMLab Detection Toolbox and Benchmark
   K. Chen, J. Wang, J. Pang, Y. Cao, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Xu, Z. Zhang, D. Cheng, C. Zhu, T. Cheng, Q. Zhao, B. Li, X. Lu, R. Zhu, Y. Wu, J. Dai, J. Wang, J. Shi, W. Ouyang, C. C. Loy, D. Lin
   Technical report, arXiv:1906.07155, 2019
   Technical Report Project Page
7. Deep Imbalanced Learning for Face Recognition and Attribute Prediction
   C. Huang, Y. Li, C. C. Loy, X. Tang
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 (TPAMI)
   DOI Technical Report
8. Disentangling Content and Style via Unsupervised Geometry Distillation
   W. Wu, K. Cao, C. Li, C. Qian, C. C. Loy
   International Conference on Learning Representations Workshop, 2019 (ICLRW)
   PDF
9. Path-Restore: Learning Network Path Selection for Image Restoration
   K. Yu, X. Wang, C. Dong, X. Tang, C. C. Loy
   Technical report, arXiv:1904.10343, 2019
   Technical Report Project Page
10. Learning to Synthesize Fashion Textures
    W. Shi, T.-W. Hui, Z. Liu, D. Lin, C. C. Loy
    Technical report, arXiv:1911.07472, 2019
    Technical Report
11. EDVR: Video Restoration with Enhanced Deformable Convolutional Networks
    X. Wang, C. K. Chan, K. Yu, C. Dong, X. Tang, C. C. Loy
    in Workshop Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, NTIRE, 2019 (CVPRW, Winning approach of all four tracks in the NTIRE 2019 video restoration and enhancement challenges)
    Technical Report Project Page | Codes
12. Deep Network Interpolation for Continuous Imagery Effect Transition
    X. Wang, K. Yu, C. Dong, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page
13. Hybrid Task Cascade for Instance Segmentation
    K. Chen, J. Pang, J. Wang, Y. Xiong, X. Li, S. Sun, W. Feng, Z. Liu, J. Shi, W. Ouyang, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR, Winning entry of COCO 2018 Challenge - object detection task)
    PDF Technical Report Project Page | Codes
14. Region Proposal by Guided Anchoring
    J. Wang, K. Chen, S. Yang, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page | Codes
15. Dense Intrinsic Appearance Flow for Human Pose Transfer
    Y. Li, C. Huang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Supplementary Material Project Page | Codes
16. Deep Flow-Guided Video Inpainting
    R. Xu, X. Li, B. Zhou, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page
17. TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation
    W. Wu, K. Cao, C. Li, C. Qian, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Supplementary Material Project Page
18. Learning to Cluster Faces on an Affinity Graph
    L. Yang, X. Zhan, D. Chen, J. Yan, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR, Oral)
    PDF Technical Report Project Page | Codes
19. Learning a Unified Classifier Incrementally via Rebalancing
    S. Hou, X. Pan, C. C. Loy, Z. Wang, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Project Page | Codes
20. Self-Supervised Learning via Conditional Motion Propagation
    X. Zhan, X. Pan, Z. Liu, D. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2019 (CVPR)
    PDF Technical Report Project Page | Codes
21. Unsupervised Bi-directional Flow-based Video Generation from one Snapshot
    L. Sheng, J. Pan, J. Guo, J. Shao, X. Wang, C. C. Loy
    Technical report, arXiv:1903.00913, 2019
    Technical Report
22. WIDER Face and Pedestrian Challenge 2018: Methods and Results
    C. C. Loy, D. Lin, W. Ouyang, Y. Xiong, S. Yang, Q. Huang, D. Zhou, W. Xia, Q. Li, P. Luo, J. Yan, et al.
    Technical report, arXiv:1902.06854, 2019
    Technical Report
23. Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
    Y. Hou, Z. Ma, C. Liu, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2019 (AAAI, Oral)
    PDF Technical Report Project Page | Codes
24. Instance-level Facial Attributes Transfer with Geometry-aware Flow
    W. Yin, Z. Liu, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2019 (AAAI, Spotlight)
    PDF Technical Report Project Page | Codes
25. Improving On-policy Learning with Statistical Reward Accumulation
    Y. Deng, K. Yu, D. Lin, X. Tang, C. C. Loy
    International Joint Conference on Artificial Intelligence, Workshop on Scaling Up Reinforcement Learning, 2019 (IJCAIW)
    Technical Report Project Page

2018

1. Non-Local Recurrent Network for Image Restoration
   D. Liu, B. Wen, Y. Fan, C. C. Loy, T. S. Huang
   in Proceedings of Neural Information Processing Systems, 2018 (NeurIPS)
   PDF Technical Report Project Page | Codes
2. ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
   X. Wang, K. Yu, S. Wu, J. Gu, Y. Liu, C. Dong, C. C. Loy, Y. Qiao, X. Tang
   in Workshop Proceedings of European Conference on Computer Vision, 2018 (Champion, Region 3 in the PIRM2018-SR Challenge, ECCV)
   Technical Report Project Page | Codes
3. Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation
   X. Li, C. C. Loy
   in Proceedings of European Conference on Computer Vision, 2018 (First runner-up, DAVIS Challenge 2018, ECCV)
   PDF Technical Report
4. Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition
   X. Zhan, Z. Liu, J. Yan, D. Lin, C. C. Loy
   in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
   PDF Technical Report Project Page | Codes
5. The Devil of Face Recognition is in the Noise
   F. Wang, L. Chen, C. Li, S. Huang, Y. Chen, C. Qian, C. C. Loy
   in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
   PDF Technical Report Project Page
6. ReenactGAN: Learning to Reenact Faces via Boundary Transfer
   W. Wu, Y. Zhang, C. Li, C. Qian, C. C. Loy
   in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
   PDF Technical Report Supplementary Material Project Page YouTube
7. Lifelong Learning via Progressive Distillation and Retrospection
   S. Hou, X. Pan, C. C. Loy, Z. Wang, D. Lin
   in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
   PDF Project Page | Codes
8. Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition
   G. Yin, L. Sheng, B. Liu, N. Yu, X. Wang, J. Shao, C. C. Loy
   in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
   PDF Technical Report
9. PSANet: Point-wise Spatial Attention Network for Scene Parsing
   H. Zhao, Y. Zhang, S. Liu, J. Shi, C. C. Loy, D. Lin, J. Jia
   in Proceedings of European Conference on Computer Vision, 2018 (ECCV)
   PDF Supplementary Material Project Page
10. Aesthetic-Driven Image Enhancement by Adversarial Learning
    Y. Deng, C. C. Loy, X. Tang
    ACM Multimedia, 2018 (ACM MM)
    PDF Technical Report Project Page | Codes
11. Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer
    M. Gao, Y. Shen, Q. Li, C. C. Loy, X. Tang
    Technical report, arXiv:1812.01819, 2018
    Technical Report
12. Optimizing Video Object Detection via a Scale-Time Lattice
    K. Chen, J. Wang, S. Yang, X. Zhang, Y. Xiong, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    PDF Technical Report Project Page YouTube
13. Pose-Robust Face Recognition via Deep Residual Equivariant Mapping
    K. Cao, Y. Rong, C. Li, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    PDF Technical Report Project Page | Codes
14. Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform
    X. Wang, K. Yu, C. Dong, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR)
    PDF Technical Report Project Page | Codes
15. Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
    K. Yu, C. Dong, L. Lin, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR, Spotlight)
    PDF Technical Report Project Page | Codes
16. LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation
    T.-W. Hui, X. Tang, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2018 (CVPR, Spotlight)
    PDF Technical Report Project Page | Codes YouTube
17. Mix-and-Match Tuning for Self-supervised Semantic Segmentation
    X. Zhan, Z. Liu, P. Luo, X. Tang, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2018 (AAAI, Spotlight)
    PDF Technical Report Project Page | Codes
18. Merge or Not? Learning to Group Faces via Imitation Learning
    Y. He, K. Cao, C. Li, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2018 (AAAI, Spotlight)
    PDF Technical Report Project Page
19. Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications
    Z. Yang, H. Xu, J. Deng, C. C. Loy, W. C. Lau
    IEEE Transactions on Image Processing, vol. 27, no. 12, pp. 6093–6108, 2018 (TIP)
    DOI Technical Report
20. Fusing Object Context to Detect Functional Area for Cognitive Robots
    H. Cheng, J. Cai, Q. Liu, Z. Zhang, K. Yang, C. C. Loy, L. Lin
    in Proceedings of IEEE International Conference on Robotics and Automation, 2018 (ICRA)
    PDF

2017

1. Video Object Segmentation with Re-identification
   X. Li, Y. Qi, Z. Wang. K. Chen, Z. Liu, J. Shi, P. Luo, X. Tang, C. C. Loy
   in Workshop of DAVIS Challenge on Video Object Segmentation, IEEE Conference on Computer Vision and Pattern Recognition, 2017 (Winning approach in DAVIS Challenge 2017, CVPR)
   PDF Technical Report Project Page
2. Aesthetic-Driven Image Enhancement by Adversarial Learning
   Y. Deng, C. C. Loy, X. Tang
   Technical report, arXiv:1707.05251, 2017
   Technical Report Project Page | Codes
3. Be Your Own Prada: Fashion Synthesis with Structural Coherence
   S. Zhu, S. Fidler, R. Urtasun, D. Lin, C. C. Loy
   in Proceedings of International Conference on Computer Vision, 2017 (ICCV)
   PDF Project Page | Codes
4. Learning to Disambiguate by Asking Discriminative Questions
   Y. Li, C. Huang, X. Tang, C. C. Loy
   in Proceedings of International Conference on Computer Vision, 2017 (ICCV)
   PDF Technical Report Project Page
5. Quantifying Facial Age by Posterior of Age Comparisons
   Y. Zhang, L. Liu, C. Li, C. C. Loy
   in Proceedings of British Machine Vision Conference, 2017 (BMVC, Oral)
   PDF Technical Report Project Page
6. Face Detection through Scale-Friendly Deep Convolutional Networks
   S. Yang, Y. Xiong, C. C. Loy, X. Tang
   Technical report, arXiv:1706.02863, 2017
   Technical Report
7. Deep Learning Markov Random Field for Semantic Segmentation
   Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 (TPAMI)
   Technical Report Project Page
8. Faceness-Net: Face Detection through Deep Facial Part Responses
   S. Yang, P. Luo, C. C. Loy, X. Tang
   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 (TPAMI)
   DOI Technical Report
9. Image Aesthetic Assessment: An Experimental Survey
   Y. Deng, C. C. Loy, X. Tang
   IEEE Signal Processing Magazine, vol. 34, no. 4, pp. 80–106, 2017 (SPM)
   DOI Technical Report Project Page
10. Development of Fine-grained Pill Identification Algorithm using Deep Convolutional Network
    Y. F. Wong, H. T. Ng, K. Y. Leung, K. Y. Chan, S. Y. Chan, C. C. Loy
    Journal of Biomedical Informatics, 2017 (JBI)
    DOI Project Page
11. PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
    X. Zhang, Z. Li, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR)
    PDF Technical Report Project Page
12. Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade
    X. Li, Z. Liu, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR, Spotlight)
    PDF Technical Report Project Page
13. Discover and Learn New Objects from Documentaries
    K. Chen, H. Song, C. C. Loy, D. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2017 (CVPR, Spotlight)
    PDF Technical Report Project Page
14. From Facial Expression Recognition to Interpersonal Relation Prediction
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    International Journal of Computer Vision, 2017 (IJCV)
    DOI Technical Report Project Page
15. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
    C. Huang, C. C. Loy, X. Tang
    IEEE Transactions on Neural Networks and Learning Systems, 2017 (TNNLS)
    DOI PDF Technical Report
16. Deep Learning for Scene Independent Crowd Analysis
    X. Wang and C. C. Loy
    In V. Murino, M. Cristani, S. Shah, S. Savarese (Eds.), Group and Crowd Behavior for Computer Vision, Elsevier, 2017
    Book Link
17. Deep Learning Face Attributes for Face Detection and Alignment
    C. C. Loy, P. Luo, and C. Huang
    In R. S. Feris, C. Lampert and D. Parikh (Eds.), Visual Attributes, Springer, 2017
    Book Link

2016

1. PolyNet: A Pursuit of Structural Diversity in Very Deep Networks
   X. Zhang, Z. Li, C. C. Loy, D. Lin
   Technical report, arXiv:1611.05725, 2016
   Technical Report Project Page
2. Local Similarity-Aware Deep Feature Embedding
   C. Huang, C. C. Loy, X. Tang
   in Proceedings of Neural Information Processing Systems, 2016 (NIPS)
   PDF Technical Report
3. Pedestrian Color Naming via Convolutional Neural Network
   Z. Cheng, X. Li, C. C. Loy
   in Proceedings of Asian Conference on Computer Vision, 2016 (ACCV, Oral, Best Application Paper Honorable Mention)
   PDF Project Page
4. Accelerating the Super-Resolution Convolutional Neural Network
   C. Dong, C. C. Loy, X. Tang
   in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
   PDF Technical Report Supplementary Material Project Page | Codes
5. Joint Face Representation Adaptation and Clustering in Videos
   Z. Zhang, P. Luo, C. C. Loy, X. Tang
   in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
   PDF Project Page
6. Depth Map Super Resolution by Deep Multi-Scale Guidance
   T.-W. Hui, C. C. Loy, X. Tang
   in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
   PDF Project Page | Codes
7. Deep Specialized Network for Illuminant Estimation
   W. Shi, C. C. Loy, X. Tang
   in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
   PDF Project Page
8. Deep Cascaded Bi-Network for Face Hallucination
   S. Zhu, S. Liu, C. C. Loy, X. Tang
   in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
   PDF Technical Report Project Page | Codes
9. Human Attribute Recognition by Deep Hierarchical Contexts
   Y. Li, C. Huang, C. C. Loy, X. Tang
   in Proceedings of European Conference on Computer Vision, 2016 (ECCV)
   PDF Project Page
10. Crowded Scene Understanding by Deeply Learned Volumetric Slices
    J. Shao, C. C. Loy, K. Kang X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    DOI
11. WIDER FACE: A Face Detection Benchmark
    S. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Oral)
    PDF Technical Report Leaderboard | Dataset
12. Sketch Me That Shoe
    Q. Yu, F. Liu, Y. Song, T. Xiang, T. M. Hospedales, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Oral)
    PDF Project Page | Codes
13. Learning Deep Representation for Imbalanced Classification
    C. Huang, Y. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Spotlight)
    PDF Project Page | Codes
14. Slicing Convolutional Neural Network for Crowd Video Understanding
    J. Shao, C. C. Loy, K. Kang, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR, Spotlight)
    PDF Project Page | Codes
15. Unconstrained Face Alignment via Cascaded Compositional Learning
    S. Zhu, C. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR)
    PDF Project Page
16. Unsupervised Learning of Discriminative Attributes and Visual Representations
    C. Huang, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2016 (CVPR)
    PDF Project Page | Codes
17. Learning Deep Representation for Face Alignment with Auxiliary Attributes
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 5, pp. 918–930, 2016 (TPAMI)
    DOI Preprint Project Page | Codes
18. DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks
    W. Ouyang, X. Zeng, X. Wang, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, H. Li, K. Wang, J. Yan, C. C. Loy, X. Tang
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016 (TPAMI)
    DOI
19. A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-Resolution
    S. Ouyang, T. Hospedales, Y. Song, X. Li, C. C. Loy, X. Wang
    Image and Vision Computing, 2016 (IVC)
    DOI PDF
20. Learning Scene-Independent Group Descriptors for Crowd Understanding
    J. Shao, C. C. Loy, K. Kang, X. Wang
    IEEE Transactions on Circuits and Systems for Video Technology, 2016 (TCVST)
    DOI Preprint
21. Reading Scene Text in Deep Convolutional Sequences
    P. He, W. Huang, Y. Qiao, C. C. Loy, X. Tang
    in Proceedings of AAAI Conference on Artificial Intelligence, 2016 (AAAI, Oral)
    PDF Technical Report
22. Towards Robust Color Recovery for High-Capacity Color QR Codes
    Z. Yang, Z. Cheng, C. C. Loy, W. C. Lau, C. M. Li, G. Li
    in Proceedings of IEEE International Conference on Image Processing, 2016 (ICIP)
    PDF Project Page
23. Image Aesthetic Assessment: An Experimental Survey
    Y. Deng, C. C. Loy, X. Tang
    Technical report, arXiv:1610.00838, 2016
    Technical Report Project Page
24. From Facial Expression Recognition to Interpersonal Relation Prediction
    Z. Zhang, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1609.06426, 2016
    Technical Report Project Page
25. Deep Convolution Networks for Compression Artifacts Reduction
    K. Yu, C. Dong, C. C. Loy, X. Tang
    Technical report, arXiv:1608.02778, 2016
    Technical Report Project Page | Codes
26. Deep Learning Markov Random Field for Semantic Segmentation
    Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
    Technical report, arXiv:1606.07230, 2016
    Technical Report Project Page
27. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
    C. Huang, C. C. Loy, X. Tang
    Technical report, arXiv:1602.01197, 2016
    Technical Report

2015

1. WIDER FACE: A Face Detection Benchmark
   S. Yang, P. Luo, C. C. Loy, X. Tang
   Technical report, arXiv:1511.06523, 2015
   Technical Report Leaderboard | Dataset
2. Towards Arbitrary-View Face Alignment by Recommendation Trees
   S. Zhu, C. Li, C. C. Loy, X. Tang
   Technical report, arXiv:1511.06627, 2015
   Technical Report
3. An Empirical Study of Recent Face Alignment Methods
   H. Yang, X. Jia, C. C. Loy, P. Robinson
   Technical report, arXiv:1511.05049, 2015
   Technical Report Project Page
4. Learning from Multiple Sources for Video Summarisation
   X. Zhu, C. C. Loy, S. Gong
   International Journal of Computer Vision, vol. 117, no. 3, pp. 247–268, 2015 (IJCV)
   DOI PDF Technical Report Project Page
5. From Facial Part Responses to Face Detection: A Deep Learning Approach
   S. Yang, P. Luo, C. C. Loy, X. Tang
   in Proceedings of International Conference on Computer Vision, pp. 3676-3684, 2015 (ICCV)
   PDF Technical Report Supplementary Material Project Page
6. Semantic Image Segmentation via Deep Parsing Network
   Z. Liu, X. Li, P. Luo, C. C. Loy, X. Tang
   in Proceedings of International Conference on Computer Vision, pp. 1377-1385, 2015 (ICCV, Oral)
   PDF Technical Report Project Page
7. Compression Artifacts Reduction by a Deep Convolutional Network
   C. Dong, Y. Deng, C. C. Loy, X. Tang
   in Proceedings of International Conference on Computer Vision, pp. 576-584, 2015 (ICCV)
   PDF Technical Report Project Page | Codes
8. Learning Social Relation Traits from Face Images
   Z. Zhang, P. Luo, C. C. Loy, X. Tang
   in Proceedings of International Conference on Computer Vision, pp. 3631-3639, 2015 (ICCV)
   PDF Technical Report Supplementary Material Project Page
9. Image Super-Resolution Using Deep Convolutional Networks
   C. Dong, C. C. Loy, K. He, X. Tang
   IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, no. 2, pp. 295-307, 2015 (TPAMI)
   DOI PDF Supplementary Material Project Page | Codes
10. Deeply Learned Attributes for Crowded Scene Understanding
    J. Shao, K. Kang, C. C. Loy, X. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 4657-4666, 2015 (CVPR, Oral)
    PDF Project Page | Codes
11. Face Alignment by Coarse-to-Fine Shape Searching
    S. Zhu, C. Li, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 4998-5006, 2015 (CVPR)
    PDF Project Page | Codes
12. A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
    L. Yang, P. Luo, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 3973-3981, 2015 (CVPR)
    PDF Technical Report Project Page Model@Caffe
13. DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection
    W. Ouyang, X. Wang, X. Zeng, S. Qiu, P. Luo, Y. Tian, H. Li, S. Yang, Z. Wang, C. C. Loy, X. Tang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2403-2412, 2015 (CVPR, Winning approach in ILSVRC2014 detection task)
    PDF Project Page | Codes
14. Boosting Optical Character Recognition: A Super-Resolution Approach
    C. Dong, X. Zhu, Y. Deng, C. C. Loy, Y. Qiao
    Technical report, arXiv:1506.02211, 2015 (Winning approach in ICDAR Competition on Text Image Super-Resolution)
    PDF
15. Constrained Clustering with Imperfect Oracles
    X. Zhu, C. C. Loy, S. Gong
    IEEE Transactions on Neural Networks and Learning Systems, 2015 (TNNLS)
    DOI PDF Project Page
16. Deep Representation Learning with Target Coding
    S. Yang, P. Luo, C. C. Loy, K. W. Shum, X. Tang
    in Proceedings of AAAI Conference on Artificial Intelligence, 2015 (AAAI, Oral, nominated as easily accessible paper)
    PDF Supplementary Material Project Page | Codes

2014

1. Learning a Deep Convolutional Network for Image Super-Resolution
   C. Dong, C. C. Loy, K. He, X. Tang
   in Proceedings of European Conference on Computer Vision, pp 184-199, 2014 (ECCV)
   PDF Supplementary Material Project Page | Codes
2. Facial Landmark Detection by Deep Multi-task Learning
   Z. Zhang, P. Luo, C. C. Loy, X. Tang
   in Proceedings of European Conference on Computer Vision, pp. 94-108, 2014 (ECCV)
   PDF Technical Report Project Page | Codes
3. Transferring Landmark Annotations for Cross-Dataset Face Alignment
   S. Zhu, C. Li, C. C. Loy, X. Tang
   Technical report, arXiv:1409.0602, 2014
   PDF Project Page
4. DeepID-Net: Multi-stage and Deformable Deep Convolutional Neural Network for Generic Object Detection
   W. Ouyang, P. Luo, X. Zeng, S. Qiu, Y. Tian, H. Li, S. Yang, Z. Wang, Y. Xiong, C. Qian, Z. Zhu, R. Wang, C. C. Loy, X. Wang, X. Tang
   Technical report, arXiv:1409.3505, 2014
   PDF Project Page
5. Scene-Independent Group Profiling in Crowd
   J. Shao, C. C. Loy, X. Wang
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2227-2234, 2014 (CVPR, Oral)
   PDF Demo Project Page | Codes
6. Constructing Robust Affinity Graphs for Spectral Clustering
   X. Zhu, C. C. Loy, S. Gong
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1450-1457, 2014 (CVPR)
   PDF Poster Project Page | Codes
7. Pedestrian Attribute Recognition At Far Distance
   Y. Deng, P. Luo, C. C. Loy, X. Tang
   ACM Multimedia, pp. 789-792, 2014 (ACM MM)
   PDF Technical Report Project Page
8. Crowd Saliency Detection via Global Similarity Structure
   M. K. Lim, V. J. Kok, C. C. Loy, and C. S. Chan
   in Proceedings of International Conference on Pattern Recognition, pp. 3957-3962, 2014 (ICPR, Oral)
   PDF Project Page
9. On-the-fly Feature Importance Mining for Person Re-Identification
   C. Liu, S. Gong, and C. C. Loy
   Pattern Recognition, vol. 47, no. 4, pp. 1602-1615, 2014 (PR)
   DOI PDF Project Page
10. Person Re-Identification
    S. Gong, M. Cristani, S. Yan, C. C. Loy (Eds.)
    Springer, January 2014
    DOI Preface Introduction
11. The Re-Identification Challenge [A Survey]
    S. Gong, M. Cristani, C. C. Loy and T. Hospedales
    In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
    PDF
12. Evaluating Feature Importance for Re-Identification
    C. Liu, S. Gong, C. C. Loy, X. Lin
    In Gong, Cristani, Yan, Loy (Eds.), Person Re-Identification, Springer, January 2014
    PDF

2013

1. Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles
   X. Zhu, C. C. Loy, S. Gong
   in Proceedings of IEEE International Conference on Data Mining, pp. 1307-1312, 2013 (ICDM)
   PDF Project Page
2. Video Synopsis by Heterogeneous Multi-Source Correlation
   X. Zhu, C. C. Loy, S. Gong
   in Proceedings of IEEE International Conference on Computer Vision, pp. 81-88, 2013 (ICCV)
   PDF Poster Project Page
3. POP: Person Re-Identification Post-Rank Optimisation
   C. Liu, C. C. Loy, S. Gong, G. Wang
   in Proceedings of IEEE International Conference on Computer Vision, pp. 441-448, 2013 (ICCV)
   PDF Poster Project Page
4. From Semi-Supervised to Transfer Counting of Crowds
   C. C. Loy, S. Gong, T. Xiang
   in Proceedings of IEEE International Conference on Computer Vision, pp. 2256-2263, 2013 (ICCV)
   PDF Poster Project Page
5. Person Re-Identification by Manifold Ranking
   C. C. Loy, C. Liu, S. Gong
   in Proceedings of IEEE International Conference on Image Processing, pp. 3567-3571, 2013 (ICIP)
   PDF Poster Project Page | Codes
6. Cumulative Attribute Space for Age and Crowd Density Estimation
   K. Chen, S. Gong, T. Xiang, and C. C. Loy
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 2467-2474, 2013 (CVPR, Oral)
   PDF Poster Project Page
7. Crowd Counting and Profiling: Methodology and Evaluation
   C. C. Loy, K. Chen, S. Gong, T. Xiang
   in S. Ali, K. Nishino, D. Manocha, and M. Shah (Eds.), Modeling, Simulation and Visual Analysis of Crowds, Springer, vol. 11, pp. 347-382, 2013
   DOI PDF

2012

1. Person Re-Identification: What Features are Important?
   C. Liu, S. Gong, C. C. Loy, X. Lin
   in Proceedings of European Conference on Computer Vision, International Workshop on Re-Identification, pp. 391-401, 2012 (Re-Id @ ECCV)
   PDF Project Page
2. Feature Mining for Localised Crowd Counting
   K. Chen, C. C. Loy, S. Gong, T. Xiang
   in Proceedings of British Machine Vision Conference, 2012 (BMVC)
   PDF Extended Abstract Poster Project Page
3. Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies
   X. Zhu, S. Gong, and C. C. Loy
   in Proceedings of British Machine Vision Conference, 2012 (BMVC)
   PDF Extended Abstract Poster
4. Stream-based Joint Exploration-Exploitation Active Learning
   C. C. Loy, T. M. Hospedales, T. Xiang, S. Gong
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1560-1567, 2012 (CVPR, Oral)
   PDF Project Page | Codes
5. Incremental Activity Modelling in Multiple Disjoint Cameras
   C. C. Loy, T. Xiang, S. Gong
   IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 9, pp. 1799-1813, 2012 (TPAMI)
   DOI PDF Project Page | Codes
6. Salient Motion Detection in Crowded Scenes
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of International Symposium on Communications, Control and Signal Processing, pp. 1-4, 2012
   PDF

2011

1. Security and Surveillance
   S. Gong, C. C. Loy, T. Xiang
   in T. Moeslund, A. Hilton, V. Krueger, L. Sigal (Eds.), Visual Analysis of Humans: Looking at People, Springer, pp. 455-472, 2011
   DOI PDF
2. Detecting and Discriminating Behavioural Anomalies
   C. C. Loy, T. Xiang, S. Gong
   Pattern Recognition, vol. 44, no. 1, pp. 117-132, 2011 (PR)
   DOI PDF

2010

1. Activity Understanding and Unusual Event Detection in Surveillance Videos
   C. C. Loy
   PhD Thesis, Queen Mary University of London, 2010
   PDF
2. Stream-based Active Unusual Event Detection
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of Asian Conference on Computer Vision, pp. 161-175, 2010 (ACCV, Oral)
   PDF
3. Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
   C. C. Loy, T. Xiang, S. Gong
   International Journal of Computer Vision, vol. 90, no. 1, pp. 106-129, 2010 (IJCV)
   DOI PDF Project Page | Codes

2009

1. Modelling Activity Global Temporal Dependencies using Time Delayed Probabilistic Graphical Model
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of International Conference on Computer Vision, pp. 120-127, 2009 (ICCV, Oral)
   PDF Project Page | Codes
2. Modelling Multi-object Activity by Gaussian Processes
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of British Machine Vision Conference, 2009 (BMVC)
   PDF Extended Abstract Poster
3. Surveillance Video Behaviour Profiling and Anomaly Detection
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of Society of Photo-Optical Instrumentation Engineers Conference Series, 2009
   
4. Multi-Camera Activity Correlation Analysis
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 1988-1995, 2009 (CVPR, Oral)
   PDF Project Page | Codes

2008

1. From Local Temporal Correlation to Global Anomaly Detection
   C. C. Loy, T. Xiang, S. Gong
   in Proceedings of European Conference on Computer Vision, International Workshop on Machine Learning for Vision-based Motion Analysis, 2008 (MLVMA @ ECCV)
   
2. Authenticating the Identity of Computer Users with Typing Biometrics and the Fuzzy Min-Max Neural Network
   A. Quteishat, C. P. Lim, C. C. Loy, and W. K. Lai
   Special Issue on Biometrics and Its Applications, International Journal of Biomedical Soft Computing and Human Sciences, vo. 14, no. 1, pp. 47-53, 2008
   PDF
3. Robust Modular ARTMAP for Multi-Class Shape Recognition
   C. P. Tan, C. C. Loy, W. K. Lai, and C. P. Lim
   in Proceedings of IEEE International Joint Conference on Neural Networks, pp. 2405-2412, 2008 (IJCNN)

2007

1. Modular ARTMAP for Multi-Class Pattern Recognition
   C. C. Loy, C. P. Tan, W. K. Lai
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2007
2. Keystroke Patterns Classification using the ARTMAP-FD Neural Network
   C. C. Loy, W. K. Lai, and C. P. Lim
   in Proceedings of International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 61-64, 2007 (IIHMSP)
   PDF
3. Use of Circle-Segments as a Data Visualization Technique for Feature Selection in Pattern Classification
   S. L. Wang, C. C. Loy, C. P. Lim, W. K. Lai, and K. S. Tan
   in Proceedings of International Conference on Neural Information Processing, pp. 625-634, 2007 (ICONIP)
   PDF

2006

1. Needle in a Data Haystack: Finding Similarities in High-Dimensional Data
   W. K. Lai, A. Z. Fatimah, and C. C. Loy
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2006
2. Investigation into the Use of N-grams for Ovarian Cancer Identification
   Z. Z. Sharifah, C. C. Loy, S. Y. Tai, and W. K. Lai
   in Proceedings of International Conference of Artificial Intelligence in Engineering and Technology, 2006
3. Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection
   C. C. Loy, W. K. Lai, and C. P. Lim
   in Proceedings of International Conference on Neural Information Processing, pp. 776-785, 2006 (ICONIP)
   PDF

2005

1. Pressure-based Typing Biometrics User Authentication Using The Fuzzy ARTMAP Neural Network
   C. C. Loy, C. P. Lim, and W. K. Lai
   in Proceedings of International Conference on Neural Information Processing, 2005 (ICONIP)
   PDF
2. The Development of a Pressure-based Typing Biometrics User Authentication System
   C. C. Loy, C. P. Lim, W. K. Lai
   ASEAN Virtual Instrumentation Applications Contest, 2005
   PDF
3. Classification of Computer System Users through Keystroke Dynamics
   C. C. Loy, I. Hanum, C. P. Lim, W. K. Lai
   in Proceedings of MIMOS Symposium on ICT & Microelectronics, 2005