@article{he2018rip, Author = {Kaiming He and Ross Girshick and Piotr Doll\'{a}r}, Title = {Rethinking ImageNet Pre-training}, Journal = {arXiv preprint arXiv:1811.08883}, Year = {2018}}
@article{chaoyuanwu2018lfb, Author = {Chao-Yuan Wu and Christoph Feichtenhofer and Haoqi Fan and Kaiming He and Philipp Kr\"{a}henb\"{u}hl and Ross Girshick}, Title = {Long-Term Feature Banks for Detailed Video Understanding}, Journal = {arXiv preprint arXiv:1812.05038}, Year = {2018}}
@article{kirillov2019panopticfpn, Author = {Alexander Kirillov and Ross Girshick and Kaiming He and Piotr Doll\'{a}r}, Title = {Panoptic Feature Pyramid Networks}, Journal = {arXiv preprint arXiv:1901.02446}, Year = {2019}}
@article{kirillov2017panoptic, Author = {Alexander Kirillov and Kaiming He and Ross Girshick and Carsten Rother and Piotr Doll\'{a}r}, Title = {{Panoptic Segmentation}}, Journal = {arXiv preprint arXiv:1801.00868}, Year = {2017}}
@article{goyal2017imagenet1hr, Author = {Priya Goyal and Piotr Doll\'{a}r and Ross Girshick and Pieter Noordhuis and Lukasz Wesolowski and Aapo Kyrola and Andrew Tulloch and Yangqing Jia and Kaiming He}, Title = {Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour}, Journal = {arXiv preprint arXiv:1706.02677}, Year = {2017}}
@inproceedings{mahajan2018weaklysup, Author = {Dhruv Mahajan and Ross Girshick and Vignesh Ramanathan and Kaiming He and Manohar Paluri and Yixuan Li and Ashwin Bharambe and Laurens van der Maaten}, Title = {Exploring the Limits of Weakly Supervised Pretraining}, Booktitle = {{ECCV}}, Year = {2018}}
@inproceedings{hu2017everything, Author = {Ronghang Hu and Piotr Doll\'{a}r and Kaiming He and Trevor Darrell and Ross Girshick}, Title = {{Learning to Segment Every Thing}}, Booktitle = {{CVPR}}, Year = {2018}}
@inproceedings{misra2017lba, Author = {Ishan Misra and Ross Girshick and Rob Fergus and Martial Hebert and Abhinav Gupta and Laurens van der Maaten}, Title = {{Learning by Asking Questions}}, Booktitle = {{CVPR}}, Year = {2018}}
@inproceedings{yuxiongwang2017imaginary, Author = {Yu-Xiong Wang and Ross Girshick and Martial Hebert and Bharath Hariharan}, Title = {{Low-Shot Learning from Imaginary Data}}, Booktitle = {{CVPR}}, Year = {2018}}
@inproceedings{xiaolongwang2017nonlocal, Author = {Xiaolong Wang and Ross Girshick and Abhinav Gupta and Kaiming He}, Title = {{Non-Local Neural Networks}}, Booktitle = {{CVPR}}, Year = {2018}}
@inproceedings{radosavovic2017dd, Author = {Ilija Radosavovic and Piotr Doll\'{a}r and Ross Girshick and Georgia Gkioxari and Kaiming He}, Title = {{Data Distillation: Towards Omni-Supervised Learning}}, Booktitle = {{CVPR}}, Year = {2018}}
@inproceedings{gkioxari2017, Author = {Georgia Gkioxari and Ross Girshick and Piotr Doll\'{a}r and Kaiming He}, Title = {Detecting and Recognizing Human-Object Interactions}, Booktitle = {{CVPR}}, Year = {2018}}
@inproceedings{he2017maskrcnn, Author = {Kaiming He and Georgia Gkioxari and Piotr Doll\'{a}r and Ross Girshick}, Title = {{Mask R-CNN}}, Booktitle = {Proceedings of the International Conference on Computer Vision ({ICCV})}, Year = {2017}}
@inproceedings{lin2017focal, Author = {Tsung-Yi Lin and Priya Goyal and Ross Girshick and Kaiming He and Piotr Doll\'{a}r}, Title = {{Focal Loss for Dense Object Detection}}, Booktitle = {Proceedings of the International Conference on Computer Vision ({ICCV})}, Year = {2017}}
@inproceedings{johnson2017iep, Author = {Justin Johnson and Bharath Hariharan and Laurens van der Maaten and Judy Hoffman and Li Fei-Fei and C. Lawrence Zitnick and Ross Girshick}, Title = {{Inferring and Executing Programs for Visual Reasoning}}, Booktitle = {Proceedings of the International Conference on Computer Vision ({ICCV})}, Year = {2017}}
@article{hariharan2017lowshot, Author = {Bharath Hariharan and Ross Girshick}, Title = {Low-shot Visual Recognition by Shrinking and Hallucinating Features}, Booktitle = {Proceedings of the International Conference on Computer Vision ({ICCV})}, Year = {2017}}
@inproceedings{johnson2016clevr, Author = {Justin Johnson and Bharath Hariharan and Laurens van der Maaten and Li Fei-Fei and C. Lawrence Zitnick and Ross Girshick}, Title = {{CLEVR}: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning}, Booktitle = {{CVPR}}, Year = {2017}}
@inproceedings{pathak2016motion, Author = {Deepak Pathak and Ross Girshick and Piotr Doll\'{a}r and Trevor Darrell and Bharath Hariharan}, Title = {Learning Features by Watching Objects Move}, Booktitle = {{CVPR}}, Year = {2017}}
@inproceedings{lin2016fpn, Author = {Tsung-Yi Lin and Piotr Doll\'{a}r and Ross Girshick and Kaiming He and Bharath Hariharan and Serge Belongie}, Title = {Feature Pyramid Networks for Object Detection}, Booktitle = {{CVPR}}, Year = {2017}}
@inproceedings{xie2016groups, Author = {Saining Xie and Ross Girshick and Piotr Doll\'{a}r and Zhuowen Tu and Kaiming He}, Title = {Aggregated Residual Transformations for Deep Neural Networks}, Booktitle = {{CVPR}}, Year = {2017}}
@inproceedings{ren2015faster, Author = {Shaoqing Ren and Kaiming He and Ross Girshick and Jian Sun}, Title = {Faster {R-CNN}: Towards Real-Time Object Detection with Region Proposal Networks}, Booktitle = {Neural Information Processing Systems ({NIPS})}, Year = {2015} }
@inproceedings{girshick15fastrcnn, Author = {Ross Girshick}, Title = {Fast {R-CNN}}, Booktitle = {Proceedings of the International Conference on Computer Vision ({ICCV})}, Year = {2015} }
@inproceedings{girshick2014rcnn, Author = {Ross Girshick and Jeff Donahue and Trevor Darrell and Jitendra Malik}, Title = {Rich feature hierarchies for accurate object detection and semantic segmentation}, Booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition ({CVPR})}, Year = {2014}}This paper proposes R-CNN, a state-of-the-art visual object detection system that combines bottom-up region proposals with rich features computed by a convolutional neural network. At the time of its release, R-CNN improved the previous best detection performance on PASCAL VOC 2012 by 30% relative, going from 40.9% to 53.3% mean average precision.
@article{shotton2013kinect, Author = {J. Shotton and R. Girshick and A. Fitzgibbon and T. Sharp and M. Cook and M. Finocchio and R. Moore and P. Kohli and A. Criminisi and A. Kipman and A. Blake}, Title = {Efficient Human Pose Estimation from Single Depth Images}, Volume = {35}, Number = {12}, Journal = {Pattern Analysis and Machine Intelligence}, Year = {2013}}An integrated description of the original Kinect pose estimation algorithm and our ICCV 2011 algorithm.
@article{felzenszwalb2010dpm, Author = {P. Felzenszwalb and R. Girshick and D. McAllester and D. Ramanan}, Title = {Object Detection with Discriminatively Trained Part Based Models}, Volume = {32}, Number = {9}, Journal = {Pattern Analysis and Machine Intelligence}, Year = {2010}}Deformable part models (DPM).