Chen Change Loy

Research interests

Publications

• Domain Generalization: A Survey

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · https://doi.org/10.1109/tpami.2022.3195549

• Learning to Prompt for Vision-Language Models

  International Journal of Computer Vision · 2022 · https://doi.org/10.1007/s11263-022-01653-1

• Conditional Prompt Learning for Vision-Language Models

  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · https://doi.org/10.1109/cvpr52688.2022.01631

• Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

  · 2020 · 10.1109/cvpr42600.2020.00185

• Hybrid Task Cascade for Instance Segmentation

  · 2019 · 10.1109/cvpr.2019.00511

• MMDetection: Open MMLab Detection Toolbox and Benchmark

  arXiv (Cornell University) · 2019 · https://doi.org/10.48550/arxiv.1906.07155

• ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

  Lecture notes in computer science · 2019 · https://doi.org/10.1007/978-3-030-11021-5_5

• EDVR: Video Restoration With Enhanced Deformable Convolutional Networks

  · 2019 · 10.1109/cvprw.2019.00247

• Learning a Unified Classifier Incrementally via Rebalancing

  · 2019 · 10.1109/cvpr.2019.00092

• CARAFE: Content-Aware ReAssembly of FEatures

  · 2019 · 10.1109/iccv.2019.00310

• Learning Lightweight Lane Detection CNNs by Self Attention Distillation

  · 2019 · 10.1109/iccv.2019.00110

• PSANet: Point-wise Spatial Attention Network for Scene Parsing

  Lecture notes in computer science · 2018 · 10.1007/978-3-030-01240-3_17

• Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform

  · 2018 · 10.1109/cvpr.2018.00070

• LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation

  · 2018 · 10.1109/cvpr.2018.00936

• NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results

  Journal · 2017 · 10.1109/cvprw.2017.149

• Accelerating the Super-Resolution Convolutional Neural Network

  Lecture notes in computer science · 2016 · https://doi.org/10.1007/978-3-319-46475-6_25

• Learning Deep Representation for Imbalanced Classification

  · 2016 · 10.1109/cvpr.2016.580

• WIDER FACE: A Face Detection Benchmark

  · 2016 · 10.1109/cvpr.2016.596

• Image Super-Resolution Using Deep Convolutional Networks

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · https://doi.org/10.1109/tpami.2015.2439281

• DeepID-Net: Deformable deep convolutional neural networks for object detection

  Journal · 2015 · https://doi.org/10.1109/cvpr.2015.7298854

• A large-scale car dataset for fine-grained categorization and verification

  · 2015 · 10.1109/cvpr.2015.7299023

• Compression Artifacts Reduction by a Deep Convolutional Network

  · 2015 · 10.1109/iccv.2015.73

• Learning a Deep Convolutional Network for Image Super-Resolution

  Lecture notes in computer science · 2014 · https://doi.org/10.1007/978-3-319-10593-2_13

• Facial Landmark Detection by Deep Multi-task Learning

  Lecture notes in computer science · 2014 · 10.1007/978-3-319-10599-4_7

• Feature Mining for Localised Crowd Counting

  · 2012 · 10.5244/c.26.21

Current projects

No projects listed.