Kaiming He

Research interests

Publications

• Exploring Simple Siamese Representation Learning

  Journal · 2021 · 10.1109/cvpr46437.2021.01549

• Momentum Contrast for Unsupervised Visual Representation Learning

  Journal · 2020 · 10.1109/cvpr42600.2020.00975

• SlowFast Networks for Video Recognition

  Journal · 2019 · https://doi.org/10.1109/iccv.2019.00630

• Non-local Neural Networks

  Journal · 2018 · 10.1109/cvpr.2018.00813

• Feature Pyramid Networks for Object Detection

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.106

• Mask R-CNN

  Journal · 2017 · https://doi.org/10.1109/iccv.2017.322

• Focal Loss for Dense Object Detection

  Journal · 2017 · https://doi.org/10.1109/iccv.2017.324

• Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

  arXiv (Cornell University) · 2017 · 10.48550/arxiv.1706.02677

• Aggregated Residual Transformations for Deep Neural Networks

  Journal · 2017 · 10.1109/cvpr.2017.634

• Deep Residual Learning for Image Recognition

  Journal · 2016 · 10.1109/cvpr.2016.90

• Identity Mappings in Deep Residual Networks

  Lecture notes in computer science · 2016 · https://doi.org/10.1007/978-3-319-46493-0_38

• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 10.1109/tpami.2016.2577031

• R-FCN: Object Detection via Region-based Fully Convolutional Networks

  arXiv (Cornell University) · 2016 · 10.48550/arxiv.1605.06409

• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

  arXiv (Cornell University) · 2015 · 10.48550/arxiv.1506.01497

• Image Super-Resolution Using Deep Convolutional Networks

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 10.1109/tpami.2015.2439281

• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal\n Networks

  arXiv (Cornell University) · 2015 · 10.48550/arxiv.1506.01497

• Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

  Journal · 2015 · 10.1109/iccv.2015.123

• Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 10.1109/tpami.2015.2389824

• Learning a Deep Convolutional Network for Image Super-Resolution

  Lecture notes in computer science · 2014 · 10.1007/978-3-319-10593-2_13

• Guided Image Filtering

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 10.1109/tpami.2012.213

• Single Image Haze Removal Using Dark Channel Prior

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 10.1109/tpami.2010.168

Current projects

No projects listed.