Sotabase

Career

· Distinguished Scientist (part-time), Google DeepMind2025–
· Associate Professor, Massachusetts Institute of Technology2024–
· Research Scientist, Facebook AI Research (FAIR)2016–2024
· Researcher, Microsoft Research Asia2011–2016

Publications (107)

Deep Residual Learning for Image Recognition
Computer Vision and Pattern Recognition · 2015
219,321
cited
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015
70,036
cited
Mask R-CNN
2017
30,755
cited
Focal Loss for Dense Object Detection
IEEE International Conference on Computer Vision · 2017
29,680
cited
Feature Pyramid Networks for Object Detection
Computer Vision and Pattern Recognition · 2016
25,589
cited
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
IEEE International Conference on Computer Vision · 2015
19,998
cited
Momentum Contrast for Unsupervised Visual Representation Learning
Computer Vision and Pattern Recognition · 2019
14,167
cited
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
12,290
cited
Aggregated Residual Transformations for Deep Neural Networks
Computer Vision and Pattern Recognition · 2016
11,346
cited
Identity Mappings in Deep Residual Networks
European Conference on Computer Vision · 2016
10,931
cited
Masked Autoencoders Are Scalable Vision Learners
Computer Vision and Pattern Recognition · 2021
10,316
cited
Non-local Neural Networks
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
9,875
cited
Image Super-Resolution Using Deep Convolutional Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
8,945
cited
Guided Image Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010
6,375
cited
R-FCN: Object Detection via Region-based Fully Convolutional Networks
Neural Information Processing Systems · 2016
5,943
cited
Learning a Deep Convolutional Network for Image Super-Resolution
European Conference on Computer Vision · 2014
5,511
cited
Exploring Simple Siamese Representation Learning
Computer Vision and Pattern Recognition · 2020
4,735
cited
Group Normalization
International Journal of Computer Vision · 2018
4,158
cited
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
arXiv.org · 2017
3,967
cited
SlowFast Networks for Video Recognition
IEEE International Conference on Computer Vision · 2018
3,904
cited
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