Loy, Chen Change

Image Super-Resolution Using Deep Convolutional Networks

Dong, C., Loy, C. C., He, K., & Tang, X. (2016) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Image Processing TechniquesAdvanced Neural Network Applications

Cited by 10,105

Accelerating the Super-Resolution Convolutional Neural Network

Dong, C., Loy, C. C., & Tang, X. (2016) · Lecture Notes in Computer Science

Advanced Image Processing TechniquesAdvanced Neural Network Applications

Cited by 3,786

Learning to Prompt for Vision-Language Models

Zhou, K., Yang, J., Loy, C. C., & Liu, Z. (2022) · International Journal of Computer Vision

Domain Adaptation and Few-Shot LearningMultimodal Machine Learning Applications

Cited by 3,304

MMDetection: Open MMLab Detection Toolbox and Benchmark

Chen, K., Wang, J., Pang, J., Cao, Y., Xiong, Y., Li, X., Sun, S., Feng, W., Liu, Z., Xu, J., et al. (2019) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 2,227

Hybrid Task Cascade for Instance Segmentation

Chen, K., Pang, J., Wang, J., Xiong, Y., Li, X., Sun, S., Feng, W., Liu, Z., Shi, J., Ouyang, W., et al. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 1,587

Domain Generalization: A Survey

Zhou, K., Liu, Z., Qiao, Y., Xiang, T., & Loy, C. C. (2022) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Domain Adaptation and Few-Shot LearningReinforcement Learning in Robotics

Cited by 1,315

Edvr: video restoration with enhanced deformable convolutional networks

Wang, X., Chan, K. C. K., Yu, K., Dong, C., & Loy, C. C. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Advanced Image Processing TechniquesImage Enhancement Techniques

Cited by 1,272

Learning a Unified Classifier Incrementally via Rebalancing

Hou, S., Pan, X., Loy, C. C., Wang, Z., & Lin, D. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 1,195

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation

Hui, T.-W., Tang, X., & Loy, C. C. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Advanced Vision and ImagingAdvanced Neural Network Applications

Cited by 817

Semantic Image Segmentation via Deep Parsing Network

Liu, Z., Li, X., Luo, P., Loy, C.-C., & Tang, X. (2015) · 2015 IEEE International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsMedical Image Segmentation Techniques

Cited by 675

Basicvsr++: improving video super-resolution with enhanced propagation and alignment

Chan, K. C. K., Zhou, S., Xu, X., & Loy, C. C. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Image Processing TechniquesGenerative Adversarial Networks and Image Synthesis

Cited by 604

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

Jiang, L., Li, R., Wu, W., Qian, C., & Loy, C. C. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 599

Extract Free Dense Labels from CLIP

Zhou, C., Loy, C. C., & Dai, B. (2022) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 513

Self-Supervised Representation Learning: Introduction, advances, and challenges

Ericsson, L., Gouk, H., Loy, C. C., & Hospedales, T. M. (2022) · IEEE Signal Processing Magazine

Domain Adaptation and Few-Shot LearningAdvanced Graph Neural Networks

Cited by 433

Robust Multi-Modality Multi-Object Tracking

Zhang, W., Zhou, H., Sun, S., Wang, Z., Shi, J., & Loy, C. C. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Autonomous Vehicle Technology and SafetyVideo Surveillance and Tracking Methods

Cited by 250

Lifelong Learning via Progressive Distillation and Retrospection

Hou, S., Pan, X., Loy, C. C., Wang, Z., & Lin, D. (2018) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 190

Understanding deformable alignment in video super-resolution

Chan, K. C. K., Wang, X., Yu, K., Dong, C., & Loy, C. C. (2021) · Proceedings of the AAAI Conference on Artificial Intelligence

Advanced Image Processing TechniquesAdvanced Vision and Imaging

Cited by 162

Learning to cluster faces on an affinity graph

Yang, L., Zhan, X., Chen, D., Yan, J., Loy, C. C., & Lin, D. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Face recognition and analysisFace and Expression Recognition

Cited by 142

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation

Zhan, X., Liu, Z., Luo, P., Tang, X., & Loy, C. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 34