Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ross Girshick

Benchmarking Detection Transfer Learning with Vision Transformers


Nov 22, 2021
Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollar, Kaiming He, Ross Girshick


  Access Paper or Ask Questions

PyTorchVideo: A Deep Learning Library for Video Understanding


Nov 18, 2021
Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer

* Technical report 

  Access Paper or Ask Questions

Masked Autoencoders Are Scalable Vision Learners


Nov 11, 2021
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross Girshick

* Tech report 

  Access Paper or Ask Questions

Early Convolutions Help Transformers See Better


Jul 12, 2021
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross Girshick


  Access Paper or Ask Questions

A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning


Apr 29, 2021
Christoph Feichtenhofer, Haoqi Fan, Bo Xiong, Ross Girshick, Kaiming He

* CVPR 2021 

  Access Paper or Ask Questions

Boundary IoU: Improving Object-Centric Image Segmentation Evaluation


Mar 30, 2021
Bowen Cheng, Ross Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov

* CVPR 2021, project page: https://bowenc0221.github.io/boundary-iou 

  Access Paper or Ask Questions

Fast and Accurate Model Scaling


Mar 11, 2021
Piotr Dollár, Mannat Singh, Ross Girshick

* CVPR 2021 

  Access Paper or Ask Questions

Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details


Feb 01, 2021
Achal Dave, Piotr Dollár, Deva Ramanan, Alexander Kirillov, Ross Girshick


  Access Paper or Ask Questions

Large scale weakly and semi-supervised learning for low-resource video ASR


May 16, 2020
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed


  Access Paper or Ask Questions

Designing Network Design Spaces


Mar 30, 2020
Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Dollár

* CVPR 2020 

  Access Paper or Ask Questions

Are Labels Necessary for Neural Architecture Search?


Mar 26, 2020
Chenxi Liu, Piotr Dollár, Kaiming He, Ross Girshick, Alan Yuille, Saining Xie


  Access Paper or Ask Questions

Improved Baselines with Momentum Contrastive Learning


Mar 09, 2020
Xinlei Chen, Haoqi Fan, Ross Girshick, Kaiming He

* Tech report, 2 pages + references 

  Access Paper or Ask Questions

PointRend: Image Segmentation as Rendering


Dec 17, 2019
Alexander Kirillov, Yuxin Wu, Kaiming He, Ross Girshick

* Technical Report 

  Access Paper or Ask Questions

A Multigrid Method for Efficiently Training Video Models


Dec 02, 2019
Chao-Yuan Wu, Ross Girshick, Kaiming He, Christoph Feichtenhofer, Philipp Krähenbühl

* Technical report 

  Access Paper or Ask Questions

Momentum Contrast for Unsupervised Visual Representation Learning


Nov 14, 2019
Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, Ross Girshick

* Technical report 

  Access Paper or Ask Questions

Training ASR models by Generation of Contextual Information


Oct 27, 2019
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed


  Access Paper or Ask Questions

LVIS: A Dataset for Large Vocabulary Instance Segmentation


Sep 15, 2019
Agrim Gupta, Piotr Dollár, Ross Girshick

* Extension of the CVPR'19 paper describing release v0.5, the LVIS Challenge, and baseline results 

  Access Paper or Ask Questions

PHYRE: A New Benchmark for Physical Reasoning


Aug 15, 2019
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross Girshick


  Access Paper or Ask Questions

Exploring Randomly Wired Neural Networks for Image Recognition


Apr 08, 2019
Saining Xie, Alexander Kirillov, Ross Girshick, Kaiming He

* Technical report 

  Access Paper or Ask Questions

TensorMask: A Foundation for Dense Object Segmentation


Mar 28, 2019
Xinlei Chen, Ross Girshick, Kaiming He, Piotr Dollár

* 12 pages, technical report 

  Access Paper or Ask Questions

Panoptic Feature Pyramid Networks


Jan 08, 2019
Alexander Kirillov, Ross Girshick, Kaiming He, Piotr Dollár

* tech report 

  Access Paper or Ask Questions

Long-Term Feature Banks for Detailed Video Understanding


Dec 12, 2018
Chao-Yuan Wu, Christoph Feichtenhofer, Haoqi Fan, Kaiming He, Philipp Krähenbühl, Ross Girshick

* Technical report 

  Access Paper or Ask Questions

Rethinking ImageNet Pre-training


Nov 21, 2018
Kaiming He, Ross Girshick, Piotr Dollár

* Technical report 

  Access Paper or Ask Questions

Exploring the Limits of Weakly Supervised Pretraining


May 02, 2018
Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten

* Technical report 

  Access Paper or Ask Questions

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour


Apr 30, 2018
Priya Goyal, Piotr Dollár, Ross Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He

* Tech report (v2: correct typos) 

  Access Paper or Ask Questions

Panoptic Segmentation


Apr 14, 2018
Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, Piotr Dollár

* update of related work and metric details 

  Access Paper or Ask Questions

Non-local Neural Networks


Apr 13, 2018
Xiaolong Wang, Ross Girshick, Abhinav Gupta, Kaiming He

* CVPR 2018, code is available at: https://github.com/facebookresearch/video-nonlocal-net 

  Access Paper or Ask Questions

Low-Shot Learning from Imaginary Data


Apr 03, 2018
Yu-Xiong Wang, Ross Girshick, Martial Hebert, Bharath Hariharan

* CVPR 2018 camera-ready version 

  Access Paper or Ask Questions