Ross Girshick

Research Scientist

Computer Vision
Facebook AI Research
Machine Learning

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

Website
Google Scholar Profile
Website
Google Scholar Profile

Latest Publications

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 Dollar, 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 Dollar, 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 Dollar, Kaiming He

CVPR 2018 - June 18, 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

ArXiv - May 2, 2018

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollar

ICCV 2017 - October 22, 2017

Mask R-CNN

Kaiming He, Georgia Gkioxari, Piotr Dollar, Ross Girshick

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

ICCV 2017 - October 22, 2017

Aggregated Residual Transformations for Deep Neural Networks

Saining Xie, Ross Girshick, Piotr Dollar, Zhuowen Tu, Kaiming He

CVPR 2017 - July 21, 2017

Feature Pyramid Networks for Object Detection

Tsung-Yi Lin, Piotr Dollar, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie

CVPR 2017 - July 21, 2017

Learning Features by Watching Objects Move

Deepak Pathak, Ross Girshick, Piotr Dollar, 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

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Priya Goyal, Piotr Dollar, Ross Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He

Data @ Scale - June 8, 2017
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News

Advancing state-of-the-art image recognition with deep learning on hashtags

May 2, 2018

Enabling full body AR with Mask R-CNN2Go

January 25, 2018

Facebook open sources Detectron

January 22, 2018

Facebook Researchers Focus on the Most Challenging Machine Learning Questions at ICML 2016

June 19, 2016
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