Publications

Last Updated: 4th October 2023

2023

JOURNAL

  1. Semi-Supervised and Long-Tailed Object Detection with CascadeMatch
    Y. Zang, K. Zhou, C. Huang, C. C. Loy
    International Journal of Computer Vision, 2023 (IJCV)
    [arXiv]
  2. Lifting 2D Human Pose to 3D with Domain Adapted 3D Body Concept
    N. Qiang., Z. Liu, Y. Liu
    International Journal of Computer Vision, 2023 (IJCV)
    [arXiv]
  3. DisCoVQA: Temporal Distortion-Content
    H. Wu, C. Chen, L. Liao, J. Hou, W. Sun, Q. Yan, W. Lin
    IEEE Transactions on Circuits and Systems for Video Technology, 2023 (TCSVT) 
    [arXiv]
  4. Unsupervised 3D Pose Transfer with Cross Consistency and Dual Reconstruction
    C. Song, J. Wei, R. Li, F. Liu, G. Lin
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 (TPAMI)
    [DOI] [arXiv]
  5. Automatic Transformation Search Against Deep Leakage from Gradients
    W. Gao, S. Guo, T. Zhang, T. Xiang, H. Qiu, Y. Wen
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 (TPAMI)
    [DOI]
  6. Temporal Sentence Grounding in Videos: A Survey and Future Directions
    H. Zhang, A. Sun, W. Jing, J. T. Zhou
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 (TPAMI)
    [arXiv]
  7. GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation
    S. Yang, L. Jiang, Z. Liu, C. C. Loy
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 (TPAMI) 
    [arXiv]
  8. Semi-Supervised Domain Generalization with Stochastic StyleMatch
    K. Zhou, C. C. Loy, Z. Liu
    International Journal of Computer Vision, 2023 (IJCV)
    [arXiv]

CONFERENCE

  1. Exploring CLIP for Assessing the Look and Feel of Images
    K. Zhou, C. C. Loy, Z. Liu J. Wang, K. C. K. Chan, C. C. Loy
    in Proceedings of AAAI Conference on Artificial Intelligence, 2023 (AAAI)
    [arXiv]
  2. Robust Video Portrait Reenactment via Personalized Representation Quantization
    K. Zhou, C. C. Loy, Z. Liu J. Wang, K. C. K. Chan, C. C. Loy 
    in Proceedings of AAAI Conference on Artificial Intelligence, 2023 (AAAI)
    [PDF] [Project Page]
  3. Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement
    C. Li, C. Guo, M. Zhou, Z. Liang, S. Zhou, R. Feng, C. C. Loy
    International Conference on Learning Representations, 2023 (ICLR, Oral)
    [arXiv] [Project Page]
  4. Masked Frequency Modeling for Self-Supervised Visual Pre-Training
    J. Xie, W. Li, X. Zhan, Z. Liu, Y. Ong, C. C. Loy
    International Conference on Learning Representations, 2023 (ICLR)
    [arXiv] [Project Page]
  5. Sparse Mixture-of-Experts are Domain Generalizable Learners
    B. Li, Y. Shen, J. Yang, Y. Wang, J. Ren, T. Che, J. Zhang, Z. Liu
    International Conference on Learning Representations, 2023 (ICLR, Oral)
    [arXiv] 
  6. EVA3D: Compositional 3D Human Generation from 2D Image Collections
    F. Hong, Z. Chen, Y. Lan, L. Pan, Z. Liu
    International Conference on Learning Representations, 2023 (ICLR)
    [arXiv]
  7. Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction
    T. Wu, J. Wang, X. Pan, X. Xu, C. Theobalt, Z. Liu, D. Lin
    International Conference on Learning Representations, 2023 (ICLR)
    [arXiv]
  8. DiffMimic: Efficient Motion Mimicking with Differentiable Physics
    J. Ren, C. Yu, S. Chen, X. Ma, L. Pan, Z. Liu 
    International Conference on Learning Representations, 2023 (ICLR)
    [arXiv]
  9. Extracting Robust Models with Uncertain Examples
    G. Li, G. Xu, S. Guo, H. Qiu, J. Li, T. Zhang
    International Conference on Learning Representations, 2023 (ICLR)
    [DOI]
  10. Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs
    Q. Hu, M. Zhang, P. Sun, Y. Wen, T. Zhang
    ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, 2023 (ASPLOS)
    [DOI]
  11. Aligning Bag of Regions for Open-Vocabulary Object Detection
    S. Wu, W. Zhang, S. Jin, W. Liu, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  12. Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion
    Y. Lan, X. Meng, S. Yang, C. C. Loy, B. Dai
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  13. CelebV-Text: A Large-Scale Facial Text-Video Dataset
    J. Yu, H. Zhu, L. Jiang, C. C. Loy, W. Cai, W. Wu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  14. Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera
    R. Feng, C.Li, H. Chen, S. Li, J. Gu, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  15. Learning Generative Structure Prior for Blind Text Image Super-resolution
    X. Li, W. Zuo, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  16. Correlational Image Modeling for Self-Supervised Visual Pre-Training
    W. Li, J. Xie, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  17. Nighttime Smartphone Reflective Flare Removal using Optical Center Symmetry Prior
    Y. Dai, Y. Luo, S. Zhou, C. Li, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiV]
  18. Siamese DETR
    Z. Chen, G. Huang, W. Li, J. Teng, K. Wang, L. Sheng, J. Shao, C. C. Loy
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  19. Panoptic Video Scene Graph Generation
    J. Yang, W. Peng, X. Li, Z. Guo, L. Chen, B. Li, Z. Ma, W. Zhang, K. Zhou, C. C. Loy, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  20. LaserMix for Semi-Supervised LiDAR Semantic Segmentation
    L. Kong, J. Ren, L. Pan, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  21. Collaborative Diffusion for Multi-Modal Face Generation and Editing
    Z. Huang, K. C.K. Chan, Y. Jiang, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  22. Detecting and Grounding Multi-Modal Media Manipulation
    R. Shao, T. Wu, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  23. OmniObject3D: Large Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation
    T. Wu, J. Zhang, X. Fu, Y. Wang, J. Ren, L. Pan, W. Wu, L. Yang, J. Wang, C. Qian, D. Lin, Z. Liu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  24. F2-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories
    P. Wang, Y. Liu, Z. Chen, L. Liu, Z. Liu, T. Komura, C. Theobalt, W. Wang
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  25. UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration
    J. Zhang, J. Huang, X. Zhang, S. Lu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  26. DA-DETR: Domain Adaptive Detection Transformer with Information Fusion
    J. Zhang, J. Huang, Z. Luo, G. Zhang, X. Zhang, S. Lu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  27. Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors
    G. Zhang, Z. Luo, Z. Tian, J. Zhang, X. Zhang, S. Lu
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  28. Weakly Supervised Class-agnostic Motion Prediction for Autonomous Driving
    R. Li, H. Shi, Z. Fu, Z. Wang, G. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [PDF]
  29. 3D Cinemagraphy from a Single Image
    X. Li, Z. Cao, H. Sun, J. Zhang, K. Xian, G. Lin
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  30. ABLE-NeRF: Attention Based volume rendering with Learnable Embeddings for Neural Radiance Field
    Z. J. Tang, T. Cham, H. Zhao
    in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2023 (CVPR)
    [arXiv]
  31. Few-shot Event Detection: An Empirical Study and a Unified View
    Y. Ma, Z. Wang, Y. Cao, A. Sun
    in Proceedings of the Meeting of the Association for Computational Linguistics, 2023 (ACL)
    [arXiv]
  32. Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation
    X. Li, Y. Cao, M. Chen, A. Sun
    in Proceedings of the Meeting of the Association for Computational Linguistics, 2023 (ACL)
    [arXiv]
  33. Text2Performer: Text-Driven Human Video Generation
    Y. Jiang, S. Yang, T. L. Koh, W. Wu, C. C. Loy, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  34. ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model
    M. Zhang, X. Guo, L. Pan, Z. Cai, F. Hong, H. Li, L. Yang, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  35. Robo3D: Towards Robust and Reliable 3D Perception against Corruptions
    L. Kong, Y. Liu, X. Li, R. Chen, W. Zhang, J. Ren, L. Pan, K. Chen, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  36. Deep Geometrized Cartoon Line Inbetweening
    S. Li, T. Gu, W. Xiao, H.Ding, Z. Liu, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [YouTube]
  37. UnitedHuman: Harnessing Multi-Source Data for High-Resolution Human Generation
    J. Fu, S. Li, Y. Jiang, K. Lin, W. Wu, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [Project Page] [YouTube]
  38. StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
    S. Yang, L. Jiang, Z. Liu, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  39. DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields
    J. Zhang, Y. Lan, S. Yang, F. Hong, Q. Wang, C. K. Yeo, Z. Liu, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv] [Project Page]
  40. DNA-Rendering : A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering
    W. Cheng, R. Chen, K. Chen, Z. Cai, B. Dai, S. Fan, Y. Gao, Z. Lin, D. Lin, Z. Liu, K. Lin, C. C. Loy, C. Qian, D. Ren, W. Wu, J. Wang, Z. Yu, W. Yin, L. Yang
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  41. SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis
    G. Wang, Z. Chen, C. C. Loy, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv] [Project Page] [YouTube]
  42. SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling
    Z. Yang, Z. Cai, H. Mei, S. Liu, Z. Chen, W. Xiao, Y. Wei, Z. Qing, C. Wei, B. Dai, W. Wu, C. Qian, D. Lin, Z. Liu, L. Yang
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  43. SHERF: Generalizable Human NeRF from a Single Image
    S. Hu, F. Hong, L. Pan, H. Mei, L. Yang, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  44. Rethinking Range View Representation for LiDAR Segmentation
    L. Kong, Y. Liu, R. Chen, Y. Ma, X. Zhu, Y. Li, Y. Hou, Y. Qiao, Z. Liu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  45. Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
    Z. Liang, C. Li, S. Zhou, R. Feng, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV, Oral)
    [arXiv]
  46. Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation
    X. Li, H. Yuan, W. Zhang, G. Cheng, J. Pang, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  47. ProPainter: Improving Video Inpainting with Enhanced Propagation and Efficient Transformer
    S. Zhou, C. Li, K. C.K. Chan, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv] [Project Page]
  48. Towards Multi-Layered 3D Garments Animation
    Y. Shao, C. C. Loy, B. Dai
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  49. Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation
    J. Wu, X. Li, H. Ding, X. Li, G. Cheng, Y. Tong, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv] [Project Page]
  50. MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions
    H. Ding, C. Liu, S. He, X. Jiang, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  51. Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation
    Y. Jiang, L. Jiang, S. Yang, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  52. StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation
    Y. Wang, L. Jiang, C. C. Loy
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [PDF] [Project Page] [YouTube]
  53. Deformable Model Driven Neural Rendering for High-fidelity 3D Reconstruction of Human Heads Under Low-View Settings
    B. Xu, J. Zhang, K. Lin, C. Qian, and Y. He
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  54. Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Domain Generalization via Balancing Training Difficulty and Model Capability
    J. Zhang, J. Huang, X. Jiang, S. Lu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  55. Domain Generalization via Balancing Training Difficulty and Model Capability
    X. Jiang, J. Huang, S. Jin, S. Lu
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  56. Self-Calibrated Cross Attention Network for Few-Shot Segmentation
    Q. Xu, W. Zhao, G. Lin, C. Long
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  57. Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision
    S. Dong, R. Li, J. Wei, F. Liu, G. Lin
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  58. MAS: Towards Resource-Efficient Federated Multiple-Task Learning
    W. Zhuang, Y. Wen, L. Lyu, S. Zhang
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv] [Project Page]  
  59. Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
    H. Wu, E. Zhang, L. Liao, C. Chen, J. Hou, A. Wang, W. Sun, Q. Yan, W. Lin
    in Proceedings of IEEE/CVF International Conference on Computer Vision, 2023 (ICCV)
    [arXiv]
  60. Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach
    H. Wu, E. Zhang, L. Liao, C. Chen, A. Wang, W. Sun, Q. Yan, W. Lin
    ACM International Conference on Multimedia, 2023 (ACM MM)
    [arXiv] [Project Page]

 

 

    Last Updated: 11th October 2022

    2022

    BOOK CHAPTER

    1. Talking Faces: Audio-to-Video Face Generation
      Y. Wang, L. Song, W. Wu, C. Qian, R. He, C. C. Loy
      In C. Rathgeb, R. Tolosana, R. Vera-Rodriguez, C. Busch (Eds.), Handbook of Digital Face Manipulation and Detection, Springer, 2022
      [Book Link]
    2. DeepFakes Detection: the DeeperForensics Dataset and Challenge
      L. Jiang, W. Wu, C. Qian, C. C. Loy
      In C. Rathgeb, R. Tolosana, R. Vera-Rodriguez, C. Busch (Eds.), Handbook of Digital Face Manipulation and Detection, Springer, 2022
      [Book Link]

    JOURNAL

    1. Domain Generalization: A Survey
      K. Zhou, Z. Liu, Y. Qiao, T. Xiang, C. C. Loy
      IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 (TPAMI)
      [arXiv]
    2. Learning to Prompt for Vision-Language Models
      K. Zhou, J. Yang, C. C. Loy, Z. Liu
      International Journal of Computer Vision, 2022 (IJCV)
      [DOI] [arXiv] [Project Page]
    3. GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond
      K. C. K. Chan, X. Wang, X. Xu, J. Gu, C. C. Loy
      IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 (TPAMI)
      [DOI] [Project Page]
    4. AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars
      F. Hong, M. Zhang, L. Pan, Z. Cai, L. Yang, Z. Liu
      ACM Transactions on Graphics, 2022 (SIGGRAPH - TOG)
      [arXiv] [Project Page]
    5. Text2Human: Text-Driven Controllable Human Image Generation
      Y. Jiang, S. Yang, H. Qiu, W. Wu, C. C. Loy, Z. Liu
      ACM Transactions on Graphics, 2022 (SIGGRAPH - TOG)
      [arXiv] [Project Page] [YouTube]
    6. Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory
      Y. Rong, Z. Liu, C. C. Loy
      IEEE Transactions on Image Processing, 2022 (TIP)
      [DOI] [arXiv] [Project Page]
    7. Everybody’s Talkin’: Let Me Talk as You Want
      L. Song, W. Wu, C. Qian, R. He, C. C. Loy
      IEEE Transactions on Information Forensics and Security, 2022 (TIFS)
      [DOI] [arXiv] [Project Page]
    8. Iterative Poisson Surface Reconstruction (iPSR) for Unoriented Points 
      F. Hou, C. Wang, W. Wang, H. Qin, C. Qian and Y. He
      ACM Transactions on Graphics, 2022 (SIGGRAPH - TOG)
      [DOI] [arXiv] [Project Page] 
    9. Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis
      W. Zhuang, X. Gan, Y. Wen, S. Zhang
      ACM Transactions on Multimedia, 2022 (ACM TOMM)
      [DOI] [arXiv]
    10. Delving into Inter-Image Invariance for Unsupervised Visual Representations
      J. Xie, X. Zhan, Z. Liu, Y. S. Ong, C. C. Loy
      International Journal of Computer Vision, 2022 (IJCV)
      [arXiv]

    CONFERENCE

    1. Open-Vocabulary DETR with Conditional Matching
      Y. Zang, W. Li, K. Zhou, C. Huang, C. C. Loy
      European Conference on Computer Vision, 2022 (ECCV, Oral)
      [arXiv] [Project Page]
    2. Transformer with Implicit Edges for Particle-based Physics Simulation
      Y. Shao, C. C. Loy, B. Dai
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    3. Extract Free Dense Labels from CLIP
      C. Zhou, C. C. Loy, B. Dai
      European Conference on Computer Vision, 2022 (ECCV, Oral)
      [arXiv] [Project Page]
    4. Mind the Gap in Distilling StyleGANs
      G. Xu, Y. Hou, Z. Liu, C. C. Loy
      European Conference on Computer Vision, 2022 (ECCV)
      [Coming Soon]
    5. LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
      S. Zhou, C. Li, C. C. Loy
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    6. BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis
      D. Moltisanti, J. Wu, B. Dai, C. C. Loy
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    7. StyleLight: HDR Panorama Generation for Lighting Estimation and Editing
      G. Wang, Y. Yang, C. C. Loy, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    8. HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling
      Z. Cai, D. Ren, A. Zeng, Z. Lin, T. Yu, W. Wang, X. Fan, Y. Gao, Y. Yu, L. Pan, F. Hong, M. Zhang, C. C. Loy, L. Yang, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV, Oral)
      [arXiv] [Project Page] [YouTube]
    9. Monocular 3D Object Reconstruction with GAN Inversion
      J. Zhang, D. Ren, Z. Cai, C. K. Yeo, B. Dai, C. C. Loy
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    10. CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
      H. Zhu, W. Wu, W. Zhu, L. Jiang, S. Tang, L. Zhang, Z. Liu, C. C. Loy
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    11. StyleGAN-Human: A Data-Centric Odyssey of Human Generation
      J. Fu, S. Li, Y. Jiang, K.-Y. Lin, C. Qian, C. C. Loy, W. Wu, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page] [YouTube]
    12. Dense Siamese Network for Dense Unsupervised Learning
      W. Zhang, J. Pang, K. Chen, C. C. Loy
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    13. Relighting4D: Neural Relightable Human from Videos
      Z. Chen, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    14. Panoptic Scene Graph Generation
      J. Yang, Y. Z. Ang, Z. Guo, K. Zhou, W. Zhang, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    15. Benchmarking Omni-Vision Representation through the Lens of Visual Realms
      Y. Zhang, Z. Yin, J. Shao, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    16. Detecting and Recovering Sequential DeepFake Manipulation
      R. Shao, T. Wu, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    17. Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis
      L. Zhuo, G. Wang, S. Li, W. Wu, Z. Liu
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv] [Project Page]
    18. X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation
      Y. He, Ge. Huang, S. Chen, J. Teng, K. Wang, Z. Yin, L. Sheng, Z. Liu, Y. Qiao, J. Shao
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv]
    19. Benchmarking and Analyzing Point Cloud Classification under Corruptions
      J. Ren, L. Pan, Z. Liu
      in Proceedings of International Conference on Machine Learning, 2022 (ICML)
      [arXiv] [Project Page]
    20. Investigating Trade-offs in Real-World Video Super-Resolution
      K. C. K. Chan, S. Zhou, X. Xu, C. C. Loy
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    21. BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment
      K. C. K. Chan, S. Zhou, X. Xu, C. C. Loy
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    22. Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
      S. Yang, L. Jiang, Z. Liu, C. C. Loy
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page] [YouTube]
    23. Unsupervised Image-to-Image Translation with Generative Prior
      S. Yang, L. Jiang, Z. Liu, C. C. Loy
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    24. Video K-Net: A Simple, Strong, and Unified Baseline For End-to-End Dense Video Segmentation
      X. Li, W. Zhang, J. Pang, K. Chen, G. Cheng, Y. Tong, C. C. Loy
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    25. Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory
      S-Y. Li, W. Yu, T. Gu, C. Lin, Q. Wang, C. Qian, C. C. Loy, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page] [YouTube]
    26. TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing
      Y. Xu, Y. Yin, L. Jiang, Q. Wu, C. Zheng, C. C. Loy, B. Dai, W. Wu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    27. Conditional Prompt Learning for Vision-Language Models
      K. Zhou, J. Yang, C. C. Loy, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Project Page]
    28. Versatile Multi-Modal Pre-Training for Human-Centric Perception
      F. Hong, L. Pan, Z. Cai, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR, Oral)
      [PDF] [arXiv] [Project Page]
    29. Balanced MSE for Imbalanced Visual Regression
      J. Ren, M. Zhang, C. Yu, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    30. TCTrack: Temporal Contexts for Aerial Tracking
      Z. Cao, Z. Huang, L. Pan, S. Zhang, Z. Liu, C. Fu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    31. Delving Deep into the Generalization of Vision Transformers under Distribution Shifts
      C. Zhang, M. Zhang, S. Zhang, D. Jin, Q. Zhou, Z. Cai, H. Zhao, S. Yi, X. Liu, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Project Page]
    32. Full-Range Virtual Try-On with Recurrent Tri-Level Transformation
      H. Yang, X. Yu, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [Supplementary Material]
    33. Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis
      J. Wang, Y. Rong, J. Liu, S. Yan, D. Lin, B. Dai
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material]
    34. Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation
      X. Liu, Q. Wu, H. Zhou, Y. Xu, R. Qian, X. Lin, X. Zhou, W. Wu, B. Dai, B. Zhou
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    35. Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition
      Y. Xu, F. Wei, X. Sun, C. Yang, Y. Shen, B. Dai, B. Zhou, S. Lin
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    36. Revisiting Skeleton-based Action Recognition
      H. Duan, Y. Zhao, K. Chen, D. Lin, B. Dai
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    37. Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets
      K. T. R. Voo, L. Jiang, C. C. Loy
      in Workshop Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, VDU, 2022 (CVPRW)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    38. MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks
      W. Zhu, Z. Yang, Z. Di, W. Wu, Y. Wang, C. C. Loy
      in Proceedings of AAAI Conference on Artificial Intelligence, 2022 (AAAI)
      [arXiv] [Project Page]
    39. Visual Sound Localization in-the-Wild by Cross-Modal Interference Erasing
      X. Liu, R. Qian, H. Zhou, W. lin, Z. Liu, B. Zhou, X. Zhou
      in Proceedings of AAAI Conference on Artificial Intelligence, 2022 (AAAI)
      [PDF] [arXiv]
    40. SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation
      D. Zhou, X. Zhou, D. Hu, H. Zhou, L. Bai, Z. Liu, W. Ouyang
      in Proceedings of AAAI Conference on Artificial Intelligence, 2022 (AAAI)
      [PDF]
    41. TAda! Temporally-Adaptive Convolutions for Video Understanding
      Z. Huang, S. Zhang, L. Pan, Z. Qing, M. Tang, Z. Liu, M. H. Ang Jr
      International Conference on Learning Representations, 2022 (ICLR)
      [arXiv]
    42. ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification
      M. Chen, Y. Cao, K. Deng, M. Li, K. Wang, J. Shao, Y. Zhang
      in Proceedings of the International Conference on Computational Linguistics, 2022 (Coling)
      [arXiv]
    43. IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human Reconstruction
      Kennard Y. Chan, G. Lin, H. Zhao, W. Lin
      European Conference on Computer Vision, 2022 (ECCV)
    44. Improving Adversarial Robustness of 3D Point Cloud Classification Models
      G. Li, G. Xu, H. Qiu, R. He, J. Li, T. Zhang
      European Conference on Computer Vision, 2022 (ECCV)
    45. FAST-VQA: Efficient End-to-End Video Quality Assessment with Fragment Sampling
      H. Wu, C. Chen, J. Hou, L. Liao, A. Wang, W. Sun, Q. Yan, W. Lin
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv]
    46. Primo: Practical Learning-Augmented Systems with Interpretable Models
      Q. Hu,  H. Nori, P. Sun, Y. Wen, T. Zhang
      in Proceedings of the USENIX Annual Technical Conference, 2022 (USENIX ATC)
      [PDF]
    47. PTTR: Relational 3D Point Cloud Object Tracking with Transformer
      C. Zhou, Z. Luo, Y. Luo, T. Liu, L. Pan, Z. Cai, H. Zhao, S. Lu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv]
    48. Marginal Contrastive Correspondence for Exemplar-based Image Translation
      F. Zhan, Y. Yu, R. Wu, J. Zhang, S. Lu, G. Zhang
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR, Oral)
      [PDF] [arXiv]
    49. Modulated Contrast for Versatile Image Synthesis
      F. Zhan, J. Zhang, Y. Yu, R. Wu, S. Lu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv]
    50. Spectral Unsupervised Domain Adaptation for Visual Recognition
      Y. Zhang, J. Huang, Z. Tian, S. Lu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [PDF] [arXiv]
    51. GenCo: Generative Co-training on Data-Limited Image Generation
      K. Cui, J. Huang, Z. Luo, G. Zhang, F. Zhan, S. Lu
      in Proceedings of AAAI Conference on Artificial Intelligence, 2022 (AAAI)
      [PDF] [arXiv]
    52. MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities
      Y. Ma, Z. Wang, M. Li, Y. Cao, M. Chen, X. Li, W. Sun, K. Deng, K. Wang, A. Sun, J. Shao
      in Proceedings of the Meeting of the Association for Computational Linguistics, 2022 (ACL)
      [DOI]
    53. Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction
      Y. Ma, Z. Wang, Y. Cao, M. Li, M. Chen, K. Wang, J. Shao
      in Proceedings of the Meeting of the Association for Computational Linguistics, 2022 (ACL)
      [DOI] [arXiv]
    54. Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation
      A. Xiao, J. Huang, D. Guan, F. Zhan, S. Lu
      in Proceedings of AAAI Conference on Artificial Intelligence, 2022 (AAAI)
      [PDF] [arXiv]
    55. Divergence-aware Federated Self-Supervised Learning
      W. Zhuang, Y. Wen, S. Zhang
      International Conference on Learning Representations, 2022 (ICLR)
      [arXiv]
    56. BiBERT: Accurate Fully Binarized BERT
      H. Qin, Y. Ding, M. Zhang, Q. YAN, A. Liu, Q. Dang, Z. Liu, X. Liu
      International Conference on Learning Representations, 2022 (ICLR)
      [arXiv] [ PDF]
    57. EasyFL: A Low-code Federated Learning Platform For Dummies
      W. Zhuang, X. Gan, Y. Wen, S. Zhang
      Internet of Things Journal, 2022 (IoT-J)
      [DOI] [arXiv]
    58. RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior
      R. Li, C. Zhang, G. Lin, Z. Wang, C. Shen
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [DOI] [PDF]
    59. Weakly Supervised Segmentation on Outdoor 4D point clouds with Temporal Matching and Spatial Graph Propagation
      H. Shi, J. Wei, R. Li, F. Liu, G. Lin
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [DOI] [PDF]
    60. UniVIP: A Unified Framework for Self-Supervised Visual Pre-training
      Z. Li, Y. Zhu, F. Yang, W. Li, C. Zhao, Y. Chen, Z. Chen, J. Xie, L. Wu, R. Zhao, M. Tang, J. Wang
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2022 (CVPR)
      [DOI] [arXiv] [PDF]
    61. Federated Unsupervised Domain Adaptation for Face Recognition 
      W. Zhuang, X. Gan, X. Zhang, Y. Wen, S. Zhang, S. Yi
      INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, 2022 (ICME)
      [DOI] [arXiv]
    62. StyleSwap: Style-Based Generator Empowers Robust Face Swapping
      Z. Xu, H. Zhou, Z. Hong, Z. Liu, J. Liu, Z. Guo, J. Han, J. Liu, E. Ding, J. Wang
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv]
    63. UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation
      S. Qian, J. Xu, Z. Liu, L. Ma, S. Gao
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv]
    64. Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation
      Z. Wu, Y. Wu, G. Lin, J. Cai, C. Qian
      European Conference on Computer Vision, 2022 (ECCV)
      [arXiv]
    65. Learning Regional Purity for Instance Segmentation on 3D Point Clouds
      S. Dong, G. Lin, T. Y. Hung
      European Conference on Computer Vision, 2022 (ECCV)
    66. VToonify: Controllable High-Resolution Portrait Video Style Transfer
      S. Yang, Y. Jiang, Z. Liu, C. C. Loy
      ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, 2022 (SIGGRAPH ASIA)
      [arXiv] [PDF]
    67. Text2Light: Zero-shot Text-driven HDR Panorama Generation
      Z. Chen, G. Wang, Z. Liu
      ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, 2022 (SIGGRAPH ASIA)
      [arXiv]
    68. Audio-Driven Co-Speech Gesture Video Generation
      X. Liu, Q. Wu, H. Zhou, Y. Du, W. Wu, D. Lin, Z. Liu
      Neural Information Processing Systems, 2022 (NeurIPS)
    69. Deep Fourier Up-Sampling
      M. Zhou, H. Yu, J. Huang, F. Zhao, J. Gu, C. C. Loy, D. Meng, C. Li
      Neural Information Processing Systems, 2022 (NeurIPS)
    70. S-PIFu: Integrating Parametric Human Models with PIFu for Single-view Clothed Human Reconstruction
      K. Chan, G. Lin, H. Zhao, W. Lin
      Neural Information Processing Systems, 2022 (NeurIPS)
    71. Flare7K: A Phenomenological Nighttime Flare Removal Dataset
      Y. Dai, C. Li, S. Zhou, R. Feng, C. C. Loy
      Neural Information Processing Systems, 2022 (NeurIPS)
      [PDF]
    72. AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies
      S. Li, Y. Li, B. Li, C. Dong, Z. Liu, C. C. Loy
      Neural Information Processing Systems, 2022 (NeurIPS)
      [PDF]
    73. OpenOOD: Benchmarking Generalized Out-of-Distribution Detection
      J. Yang, P. Wang, D. Zou, Z. Zhou, K. Ding, W. Peng, H. Wang, G. Chen, B. Li, Y. Sun, X. Du, K. Zhou, W. Zhang, D. Hendrycks, Y. Li, Z. Liu
      Neural Information Processing Systems, 2022 (NeurIPS)
      [PDF]
    74. Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms
      H. E. Pang, Z. Cai, L. Yang, T. Zhang, Z. Liu
      Neural Information Processing Systems, 2022 (NeurIPS)
      [arXiv] [PDF]

    TECHNICAL REPORT

    1. CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment
      C. Li, C. Guo, R. Feng, S. Zhou, C. C. Loy
      Technical report, arXiv:2207.14273, 2022
      [arXiv] [Project Page]
    2. Exploring CLIP for Assessing the Look and Feel of Images
      J. Wang, K. C. K. Chan, C. C. Loy
      Technical report, arXiv:2207.12396, 2022
      [arXiv]
    3. LaserMix for Semi-Supervised LiDAR Semantic Segmentation
      L. Kong, J. Ren, L. Pan, Z. Liu
      Technical report, arXiv:2207.00026, 2022
      [arXiv]
    4. Towards Robust Blind Face Restoration with Codebook Lookup Transformer
      S. Zhou, K. C. K. Chan, C. Li, C. C. Loy
      Technical report, arXiv:2206.11253, 2022
      [arXiv] [Project Page]
    5. Masked Frequency Modeling for Self-Supervised Visual Pre-Training
      J. Xie, W. Li, X. Zhan, Z. Liu, Y. S. Ong, C. C. Loy
      Technical report, arXiv:2206.04673, 2022
      [arXiv] [Project Page]
    6. Neural Prompt Search
      Y. Zhang, K. Zhou, Z. Liu
      Technical report, arXiv:2206.04673, 2022
      [arXiv] [Project Page]
    7. Sparse Fusion Mixture-of-Experts are Domain Generalizable Learners
      B. Li, J. Yang, J. Ren, Y. Wang, Z. Liu
      Technical report, arXiv:2206.04046, 2022
      [arXiv] [Project Page]
    8. Robust Face Anti-Spoofing with Dual Probabilistic Modeling
      Y. Zhang, Y. Wu, Z. Yin, J. Shao, Z. Liu
      Technical report, arXiv:2204.12685, 2022
      [arXiv]
    9. Few-shot Forgery Detection via Guided Adversarial Interpolation
      H. Qiu, S. Chen, B. Gan, K. Wang, H. Shi, J. Shao, Z. Liu
      Technical report, arXiv:2204.05905, 2022
      [arXiv]
    10. On the Generalization of BasicVSR++ to Video Deblurring and Denoising
      K. C. K. Chan, S. Zhou, X. Xu, C. C. Loy
      Technical report, arXiv:2204.05308, 2022
      [arXiv] [Project Page]
    11. Full-Spectrum Out-of-Distribution Detection
      J. Yang · K. Zhou · Z. Liu
      Technical report, arXiv:2204.05306, 2022
      [arXiv] [Project Page]
    12. Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy
      Y. Zhang, Q. Sun, Y. Zhou, Z. He, Z. Yin, K. Wang, L. Sheng, Y. Qiao, J. Shao, Z. Liu
      Technical report, arXiv:2203.07845, 2022
      [arXiv] [Project Page]
    13. LiDAR-based 4D Panoptic Segmentation via Dynamic Shifting Network
      F. Hong, H. Zhou, X. Zhu, H. Li, Z. Liu
      Technical report, arXiv:2203.07186, 2022
      [arXiv] [Project Page]

    Last Updated: 25th August 2022

    2021

    JOURNAL

    1. Self-Supervised Representation Learning: Introduction, Advances and Challenges
      L. Ericsson, H. Gouk, C. C. Loy, T. M. Hospedales
      IEEE Signal Processing Magazine, 2021 (SPM)
      [arXiv]
    2. Low-Light Image and Video Enhancement Using Deep Learning: A Survey
      C. Li, C. Guo, L. Han, J. Jiang, M. Cheng, J. Gu, C. C. Loy
      IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
      [DOI] [arXiv] [Project Page]
    3. Iterative Human and Automated Identification of Wildlife Images
      Z. Miao, Z. Liu, K. M. Gaynor, M. S. Palmer, S. X. Yu, W. M. Getz
      Nature Machine Intelligence, vol. 3, pp. 885–895, 2021 (Nat Mach Intell)
      [DOI] [arXiv]
    4. Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
      X. Pan, X. Zhan, B. Dai, D. Lin, C. C. Loy, P. Luo
      IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
      [DOI] [Project Page]
    5. Path-Restore: Learning Network Path Selection for Image Restoration
      K. Yu, X. Wang, C. Dong, X. Tang, C. C. Loy
      IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 (TPAMI)
      [DOI] [arXiv] [Project Page]
    6. 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)
      [DOI] [arXiv]
    7. 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] [arXiv] [Project Page]
    8. Texture Memory-Augmented Deep Patch-Based Image Inpainting
      R. Xu, M. Guo, J. Wang, X. Li, B. Zhou, C. C. Loy
      IEEE Transactions on Image Processing, 2021 (TIP)
      [DOI] [arXiv]
    9. ASTRAEA: A Fair Deep Learning Scheduler for Multi-tenant GPU Clusters
      Z. Ye, P. Sun, W. Gao, T. Zhang, X. Wang, S. Yan, Y. Luo
      IEEE Transactions on Parallel and Distributed Systems, 2021 (TPDS)
      [DOI]
    10. Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction
      Y. Cao, J. Kuang, M. Gao, A. Zhou, Y. Wen, T.-S. Chua
      IEEE Transactions on Knowledge and Data Engineering, 2021 (TKDE)
      [DOI] [arXiv]

    CONFERENCE

    1. K-Net: Towards Unified Image Segmentation
      W. Zhang, J. Pang, K. Chen, C. C. Loy
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [arXiv] [Project Page]
    2. Unsupervised Object-Level Representation Learning from Scene Images
      J. Xie, X. Zhan, Z. Liu, Y. S. Ong, C. C. Loy
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [arXiv] [Project Page]
    3. Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
      L. Jiang, B. Dai, W. Wu, C. C. Loy
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [arXiv] [Project Page] [YouTube]
    4. A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis
      X. Pan, X. Xu, C. C. Loy, C. Theobalt, B. Dai
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [arXiv] [Project Page]
    5. Garment4D: Garment Reconstruction from Point Cloud Sequences
      F. Hong, L. Pan, Z. Cai, Z. Liu
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [Project Page]
    6. Few-Shot Object Detection via Association and Discrimination
      Y. Cao, J. Wang, Y. Jin, T. Wu, K. Chen, Z. Liu, D. Lin
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [arXiv] [Project Page]
    7. Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion
      T. Wu, L. Pan, J. Zhang, T. Wang, Z. Liu, D. Lin
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [arXiv] [Project Page]
    8. Generative Occupancy Fields for 3D Surface-Aware Image Synthesis
      X. Xu, X. Pan, D. Lin, B. Dai
      in Proceedings of Neural Information Processing Systems, 2021 (NeurIPS)
      [PDF] [arXiv] [Project Page]
    9. Semi-Supervised Domain Generalization with Stochastic StyleMatch
      K. Zhou, C. C. Loy, Z. Liu
      in Workshop on Distribution Shifts of Neural Information Processing Systems, 2021 (NeurIPS DistShift)
      [arXiv] [Project Page]
    10. Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements
      Y. Rong, J. Wang, Z. Liu, C. C. Loy
      in Proceedings of International Conference on 3D Vision, 2021 (3DV)
      [arXiv] [Project Page]
    11. 3D Human Texture Estimation from a Single Image with Transformers
      X. Xu, C. C. Loy
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV, Oral)
      [PDF] [arXiv] [Project Page]
    12. FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation
      Y. Zang, C. Huang, C. C. Loy
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    13. ReconfigISP: Reconfigurable Camera Image Processing Pipeline
      K. Yu, Z. Li, Y. Peng, C. C. Loy, J. Gu
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    14. Focal Frequency Loss for Image Reconstruction and Synthesis
      L. Jiang, B. Dai, W. Wu, C. C. Loy
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    15. Talk-to-Edit: Fine-Grained Facial Editing via Dialog
      Y. Jiang, Z. Huang, X. Pan, C. C. Loy, Z. Liu
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    16. Semantically Coherent Out-of-Distribution Detection
      J. Yang, H. Wang, L. Feng, X. Yan, H. Zheng, W. Zhang, Z. Liu
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    17. Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency
      Z. Luo, Z. Cai, C. Zhou, G. Zhang, H. Zhao, S. Yi, S. Lu, H. Li, S. Zhang, Z. Liu
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv] [Supplementary Material]
    18. Incorporating Convolution Designs into Visual Transformers
      K. Yuan, S. Guo, Z. Liu, A. Zhou, F. Yu, W. Wu
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv]
    19. Differentiable Dynamic Wirings for Neural Networks
      K. Yuan, Q. Li, S. Guo, D. Chen, A. Zhou, F. Yu, Z. Liu
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF]
    20. BlockPlanner: City Block Generation with Vectorized Graph Representation
      L. Xu, Y. Xiangli, A. Rao, N. Zhao, B. Dai, Z. Liu, D. Lin
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [Supplementary Material]
    21. Energy-Based Open-World Uncertainty Modeling for Confidence Calibration
      Y. Wang, B. Li, T. Che, K. Zhou, D. Li, Z. Liu
      in Proceedings of IEEE/CVF International Conference on Computer Vision, 2021 (ICCV)
      [PDF] [arXiv]
    22. Retrospective Class Incremental Learning
      Q. Tao, C. C. Loy, J. Cai, Z. Ge, S. See
      in Proceedings of IEEE International Conference on Multimedia and Expo, 2021 (ICME)
      [PDF]
    23. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    24. Adversarial Robustness under Long-Tailed Distribution
      T. Wu, Z. Liu, Q. Huang, Y. Wang, D. Lin
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    25. Variational Relational Point Completion Network
      L. Pan, X. Chen, Z. Cai, J. Zhang, H. Zhao, S. Yi, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    26. ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis
      Y. He, B. Gan, S. Chen, Y. Zhou, G. Yin, L. Song, L. Sheng, J. Shao, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR, Oral)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    27. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    28. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    29. Visually Informed Binaural Audio Generation without Binaural Audios
      X. Xu, H. Zhou, Z. Liu, B. Dai, X. Wang, D. Lin
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    30. Scene-aware Generative Network for Human Motion Synthesis
      J. Wang, S. Yan, B. Dai, D. Lin
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
      [PDF] [Supplementary Material] [Project Page]
    31. LiDAR-based Panoptic Segmentation via Dynamic Shifting Network
      F. Hong, H. Zhou, X. Zhu, H. Li, Z. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    32. Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination
      X. Wang, Z. Liu, S. X. Yu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    33. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    34. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    35. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    36. 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] [arXiv] [Supplementary Material] [Project Page] [YouTube]
    37. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    38. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page] [YouTube]
    39. 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)
      [PDF] [arXiv] [Supplementary Material]
    40. 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)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    41. 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] [arXiv] [Project Page]
    42. Long-Tailed Recognition by Routing Diverse Distribution-Aware Experts
      X. Wang, L. Lian, Z. Miao, Z. Liu, S. X. Yu
      International Conference on Learning Representations, 2021 (ICLR)
      [PDF] [arXiv] [Project Page]
    43. 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)
      [arXiv] [Project Page]
    44. PTeacher: a Computer-Aided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback
      Y. Bu, T. Ma, W. Li, H. Zhou, J. Jia, S. Chen, K. Xu, D. Shi, H. Wu, Z. Yang, K. Li, Z. Wu, Y. Shi, X. Lu, Z. Liu
      in ACM Conference on Human Factors in Computing Systems, 2021 (CHI)
      [PDF]
    45. Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs
      W. Gao, Z. Ye, P. Sun, Y. Wen, T. Zhang
      in Proceedings of the ACM Symposium on Cloud Computing, 2021 (ACM SoCC)
      [DOI] 
    46. Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters
      Q. Hu, P. Sun, S. Yan, Y. Wen, T. Zhang
      in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2021 (SC)
      [DOI] [arXiv]
    47. Privacy-preserving Collaborative Learning with Automatic Transformation Search
      W. Gao, S. Guo, T. Zhang, H. Qiu, Y. Wen, Y. Liu
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2021 (CVPR, Oral)
      [PDF] [arXiv]
    48. Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
      Y. Cao, X. Ji, X. Lv, J. Li, Y. Wen and H. Zhang
      in Proceedings of the Meeting of the Association for Computational Linguistics, 2021 (ACL)
      [DOI] [arXiv]
    49. How does Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction
      Z. Hu, Y. Cao, L. Huang and T.-S. Chua
      in Proceedings of the Meeting of the Association for Computational Linguistics, 2021 (ACL)
      [DOI] [ arXiv]
    50. Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition
      M. Tong, S. Wang, B. Xu, Y. Cao, M. Liu, L. Hou and J. Li
      in Proceedings of the Meeting of the Association for Computational Linguistics, 2021 (ACL)
      [DOI] [arXiv]

    TECHNICAL REPORT

    1. CityNeRF: Building NeRF at City Scale
      Y. Xiangli, L. Xu, X. Pan, N. Zhao, A. Rao, C. Theobalt, B. Dai, D. Lin
      Technical report, arXiv:2112.05504, 2021
      [arXiv] [Project Page]
    2. Robust Partial-to-Partial Point Cloud Registration in a Full Range
      L. Pan, Z. Cai, Z. Liu
      Technical report, arXiv:2111.15606, 2021
      [arXiv] [Project Page]
    3. The Nuts and Bolts of Adopting Transformer in GANs
      R. Xu and X. Xu and K. Chen and B. Zhou and C. C. Loy
      Technical report, arXiv:2110.13107, 2021
      [arXiv] [Project Page]
    4. Generalized Out-of-Distribution Detection: A Survey
      J. Yang, K. Zhou, Y. Li, Z. Liu
      Technical report, arXiv:2110.11334, 2021
      [arXiv] [Project Page]
    5. Playing for 3D Human Recovery
      Z. Cai, M. Zhang, J. Ren, C. Wei, D. Ren, J. Li, Z. Lin, H. Zhao, S. Yi, L. Yang, C. C. Loy, Z. Liu
      Technical report, arXiv:2110.07588, 2021
      [arXiv] [Project Page]
    6. Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning
      Y. Liu, H. Zhao, K. C. K. Chan, X. Wang, C. C. Loy, Y. Qiao, C. Dong
      Technical report, arXiv:2110.04562, 2021
      [arXiv]
    7. Optimization Variance: Exploring Generalization Properties of DNNs
      X. Zhang, D. Wu, H. Xiong, B. Dai
      Technical report, arXiv:2106.01714, 2021
      [arXiv]
    8. Network Pruning via Resource Reallocation
      Y. Hou, Z. Ma, C. Liu, Z. Wang, C. C. Loy
      Technical report, arXiv:2103.01847, 2021
      [arXiv]

    Last Updated: 25th August 2022

    2020

    JOURNAL

    1. 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] [arXiv] [Project Page]
    2. 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]

    CONFERENCE

    1. 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] [arXiv] [Supplementary Material] [Project Page]
    2. 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] [arXiv] [Project Page]
    3. LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
      T.-W. Hui, C. C. Loy
      European Conference on Computer Vision, 2020 (ECCV)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    4. 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] [Supplementary Material] [Project Page]
    5. 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] [arXiv] [Supplementary Material] [Project Page]
    6. 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] [arXiv] [Supplementary Material]
    7. 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] [arXiv] [Supplementary Material] [Project Page]
    8. 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] [arXiv] [Supplementary Material] [Project Page]
    9. Knowledge Distillation Meets Self-Supervision
      G. Xu, Z. Liu, X. Li, C. C. Loy
      European Conference on Computer Vision, 2020 (ECCV)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    10. 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] [arXiv] [Supplementary Material] [Project Page]
    11. 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] [arXiv] [Supplementary Material] [Project Page] [YouTube]
    12. 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] [arXiv] [Supplementary Material] [Project Page]
    13. 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] [arXiv] [Supplementary Material] [Project Page]
    14. 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] [arXiv] [Project Page]
    15. 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] [arXiv] [Supplementary Material] [Project Page]
    16. 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] [arXiv] [Supplementary Material]
    17. DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
      L. Jiang, R. Li, W. Wu, C. Qian, C. C. Loy
      in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2020 (CVPR)
      [PDF] [arXiv] [Supplementary Material] [Project Page]
    18. 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] [arXiv] [Supplementary Material] [Project Page]
    19. 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]

    TECHNICAL REPORT

    1. Exploring Data Augmentation for Multi-Modality 3D Object Detection
      W. Zhang, Z. Wang, C. C. Loy
      Technical report, arXiv:2012.12741, 2020
      [arXiv] [Project Page]
    2. Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup
      G. Xu, Z. Liu, C. C. Loy
      Technical report, arXiv:2012.05217, 2020
      [arXiv] [Project Page]
    3. Flexible Piecewise Curves Estimation for Photo Enhancement
      C. Li, C. Guo, Q. Ai, S. Zhou, C. C. Loy
      Technical report, arXiv:2010.13412, 2020
      [arXiv]
    4. 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
      [arXiv] [Project Page]
    5. Feature Pyramid Grids
      K. Chen, Y. Cao, C. C. Loy, D. Lin, C. Feichtenhofer
      Technical report, arXiv:2004.03580, 2020
      [arXiv]
    6. Residual Knowledge Distillation
      M. Gao, Y. Shen, Q. Li, C. C. Loy
      Technical report, arXiv:2002.09168, 2020
      [arXiv]