Ross Girshick

Research interests

Publications

• Segment Anything

  Journal · 2023 · 10.1109/iccv51070.2023.00371

• Exploring Plain Vision Transformer Backbones for Object Detection

  Lecture notes in computer science · 2022 · https://doi.org/10.1007/978-3-031-20077-9_17

• Momentum Contrast for Unsupervised Visual Representation Learning

  Journal · 2020 · 10.1109/cvpr42600.2020.00975

• Improved Baselines with Momentum Contrastive Learning

  arXiv (Cornell University) · 2020 · https://doi.org/10.48550/arxiv.2003.04297

• Rethinking ImageNet Pre-Training

  Journal · 2019 · https://doi.org/10.1109/iccv.2019.00502

• Long-Term Feature Banks for Detailed Video Understanding

  Journal · 2019 · https://doi.org/10.1109/cvpr.2019.00037

• Panoptic Feature Pyramid Networks

  Journal · 2019 · https://doi.org/10.1109/cvpr.2019.00656

• Data Distillation: Towards Omni-Supervised Learning

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00433

• Low-Shot Learning from Imaginary Data

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00760

• Non-local Neural Networks

  Journal · 2018 · 10.1109/cvpr.2018.00813

• Detecting and Recognizing Human-Object Interactions

  Journal · 2018 · https://doi.org/10.1109/cvpr.2018.00872

• Aggregated Residual Transformations for Deep Neural Networks

  Journal · 2017 · 10.1109/cvpr.2017.634

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

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

• Focal Loss for Dense Object Detection

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

• CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.215

• Mask R-CNN

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

• Feature Pyramid Networks for Object Detection

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

• You Only Look Once: Unified, Real-Time Object Detection

  Journal · 2016 · 10.1109/cvpr.2016.91

• Object Detection Networks on Convolutional Feature Maps

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · https://doi.org/10.1109/tpami.2016.2601099

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

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · https://doi.org/10.1109/tpami.2016.2577031

• Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 10.1109/tpami.2015.2437384

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

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

• Fast R-CNN

  Journal · 2015 · https://doi.org/10.1109/iccv.2015.169

• Caffe

  Journal · 2014 · 10.1145/2647868.2654889

• Caffe: Convolutional Architecture for Fast Feature Embedding

  arXiv (Cornell University) · 2014 · 10.48550/arxiv.1408.5093

• Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

  Journal · 2014 · https://doi.org/10.1109/cvpr.2014.81

• Object Detection with Discriminatively Trained Part-Based Models

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 10.1109/tpami.2009.167

Current projects

No projects listed.