I am a research scientist at Facebook AI Research (FAIR) working on machine learning and computer vision. Prior to joining FAIR in Fall 2015, I was a researcher at Microsoft Research Redmond. I received a Ph.D. in computer vision from The University of Chicago in 2012 under the supervision of Pedro Felzenszwalb, followed by two years as a postdoctoral fellow at UC Berkeley working with Jitendra Malik and Trevor Darrell.
Interests
Computer vision, machine learning
Latest Publications
CVPR - June 19, 2021
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation
Bowen Cheng, Ross Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov
ECCV - July 20, 2020
Are Labels Necessary for Neural Architecture Search?
Chenxi Liu, Piotr Dollár, Kaiming He, Ross Girshick, Alan Yuille, Saining Xie
CVPR - June 16, 2020
A Multigrid Method for Efficiently Training Video Models
Chao-Yuan Wu, Ross Girshick, Kaiming He, Christoph Feichtenhofer, Philipp Krähenbühl
CVPR - June 14, 2020
Designing Network Design Spaces
Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Dollár
CVPR - June 14, 2020
PointRend: Image Segmentation as Rendering
Alexander Kirillov, Yuxin Wu, Kaiming He, Ross Girshick
ICASSP - May 4, 2020
Training ASR models by Generation of Contextual Information
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
NeurIPS - December 10, 2019
PHYRE: A New Benchmark for Physical Reasoning
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross Girshick
ICCV - October 28, 2019
TensorMask: A Foundation for Dense Object Segmentation
Xinlei Chen, Ross Girshick, Kaiming He, Piotr Dollár
ICCV - October 27, 2019
Exploring Randomly Wired Neural Networks for Image Recognition
Saining Xie, Alexander Kirillov, Ross Girshick, Kaiming He
CVPR - June 18, 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation
Agrim Gupta, Piotr Dollár, Ross Girshick
CVPR - June 18, 2019
Long-Term Feature Banks for Detailed Video Understanding
Chao-Yuan Wu, Christoph Feichtenhofer, Haoqi Fan, Kaiming He, Philipp Krähenbühl, Ross Girshick
CVPR - June 17, 2019
Panoptic Feature Pyramid Networks
Alexander Kirillov, Ross Girshick, Kaiming He, Piotr Dollár
CVPR - June 17, 2019
Panoptic Segmentation
Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, Piotr Dollár
CVPR 2018 - June 18, 2018
Low-Shot Learning from Imaginary Data
Yu-Xiong Wang, Ross Girshick, Martial Hebert, Bharath Hariharan
CVPR 2018 - June 18, 2018
Learning to Segment Every Thing
Ronghang Hu, Piotr Dollár, Kaiming He, Trevor Darrell, Ross Girshick
CVPR 2018 - June 18, 2018
Non-Local Neural Networks
Xiaolong Wang*, Ross Girshick, Abhinav Gupta, Kaiming He
CVPR 2018 - June 18, 2018
Data Distillation: Towards Omni-Supervised Learning
Ilija Radosavovic, Piotr Dollár, Ross Girshick, Georgia Gkioxari, Kaiming He
CVPR 2018 - June 18, 2018
Learning by Asking Questions
Ishan Misra, Ross Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
CVPR 2018 - June 18, 2018
Detecting and Recognizing Human-Object Interactions
Georgia Gkioxari, Ross Girshick, Piotr Dollár, Kaiming He
ArXiv - May 2, 2018
Exploring the Limits of Weakly Supervised Pretraining
Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten
ICCV 2017 - October 22, 2017
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollár
ICCV 2017 - October 22, 2017
Inferring and Executing Programs for Visual Reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, Larry Zitnick, Ross Girshick
ICCV 2017 - October 22, 2017
Low-shot Visual Recognition by Shrinking and Hallucinating Features
Bharath Hariharan, Ross Girshick
CVPR 2017 - July 21, 2017
Feature Pyramid Networks for Object Detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie
CVPR 2017 - July 21, 2017
Learning Features by Watching Objects Move
Deepak Pathak, Ross Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan
CVPR 2017 - July 21, 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, Larry Zitnick, Ross Girshick
CVPR 2017 - July 21, 2017
Aggregated Residual Transformations for Deep Neural Networks
Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He
Data @ Scale - June 8, 2017
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
Priya Goyal, Piotr Dollár, Ross Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He
Latest News
May 2, 2018
Advancing state-of-the-art image recognition with deep learning on hashtags
External Blog
Videos
All VideosAre Labels Necessary for Neural Architecture Search?
| August 31, 2020
PointRend: Image Segmentation as Rendering
| June 10, 2020