Ross Girshick

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Kaiming HeResearch Scientist, Facebook AI Research (FAIR)Verified email at fb.com
Piotr DollárFacebook AI ResearchVerified email at fb.com
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
Jitendra MalikProfessor of EECS, UC BerkeleyVerified email at eecs.berkeley.edu
Jeff DonahueResearch Scientist, DeepMindVerified email at google.com
C. Lawrence ZitnickFacebook AI ResearchVerified email at fb.com
bharath hariharanCornell UniversityVerified email at cs.cornell.edu
Jian SunChief Scientist/Managing Director of Megvii (Face++)Verified email at megvii.com
Deva RamananAssociate Professor, Robotics Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Pedro FelzenszwalbBrown UniversityVerified email at brown.edu
Georgia GkioxariUC Berkeley, Facebook AI ResearchVerified email at berkeley.edu
Shaoqing RenNIOVerified email at nio.com
Ali FarhadiAssociate Professor, Computer Science and Engineering, University of WashingtonVerified email at cs.uw.edu
Yangqing JiaVP, Alibaba GroupVerified email at daggerfs.com
Tsung-Yi LinResearch Scientist, Google BrainVerified email at google.com
David McAllesterProfessor, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Pablo ArbelaezUniversidad de los Andes, ColombiaVerified email at uniandes.edu.co
Joseph RedmonUniversity of WashingtonVerified email at cs.washington.edu
Sergey KarayevWorking on AI for education at Turnitin (formerly at Gradescope). CS PhD from Berkeley.Verified email at gradescope.com
Sergio GuadarramaSenior SWE at Google BrainVerified email at google.com

Ross Girshick

Research Scientist, Facebook AI Research (FAIR)

Verified email at eecs.berkeley.edu - Homepage

computer vision machine learning


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Faster R-CNN: Towards real-time object detection with region proposal networks S Ren, K He, R Girshick, J Sun Advances in neural information processing systems, 91-99, 2015	31952	2015
Rich feature hierarchies for accurate object detection and semantic segmentation R Girshick, J Donahue, T Darrell, J Malik Proceedings of the IEEE conference on computer vision and pattern …, 2014	20362	2014
You only look once: Unified, real-time object detection J Redmon, S Divvala, R Girshick, A Farhadi Proceedings of the IEEE conference on computer vision and pattern …, 2016	17253	2016
Microsoft coco: Common objects in context TY Lin, M Maire, S Belongie, J Hays, P Perona, D Ramanan, P Dollár, ... European conference on computer vision, 740-755, 2014	17217	2014
Fast R-CNN R Girshick Proceedings of the IEEE International Conference on Computer Vision, 1440-1448, 2015	15645	2015
Caffe: Convolutional architecture for fast feature embedding Y Jia, E Shelhamer, J Donahue, S Karayev, J Long, R Girshick, ... Proceedings of the 22nd ACM international conference on Multimedia, 675-678, 2014	15568	2014
Mask R-CNN K He, G Gkioxari, P Dollár, R Girshick arXiv preprint arXiv:1703.06870, 2017	12929	2017
Object detection with discriminatively trained part-based models PF Felzenszwalb, RB Girshick, D McAllester, D Ramanan Pattern Analysis and Machine Intelligence, IEEE Transactions on 32 (9), 1627 …, 2010	10917	2010
Focal loss for dense object detection TY Lin, P Goyal, R Girshick, K He, P Dollár Proceedings of the IEEE international conference on computer vision, 2980-2988, 2017	8262	2017
Feature pyramid networks for object detection TY Lin, P Dollár, R Girshick, K He, B Hariharan, S Belongie Proceedings of the IEEE conference on computer vision and pattern …, 2017	8024	2017
Aggregated residual transformations for deep neural networks S Xie, R Girshick, P Dollár, Z Tu, K He Proceedings of the IEEE conference on computer vision and pattern …, 2017	4739	2017
Non-local neural networks X Wang, R Girshick, A Gupta, K He Proceedings of the IEEE conference on computer vision and pattern …, 2018	3323	2018
Accurate, large minibatch sgd: Training imagenet in 1 hour P Goyal, P Dollár, R Girshick, P Noordhuis, L Wesolowski, A Kyrola, ... arXiv preprint arXiv:1706.02677, 2017	1800	2017
Training region-based object detectors with online hard example mining A Shrivastava, A Gupta, R Girshick Proceedings of the IEEE conference on computer vision and pattern …, 2016	1488	2016
Hypercolumns for object segmentation and fine-grained localization B Hariharan, P Arbeláez, R Girshick, J Malik Proceedings of the IEEE conference on computer vision and pattern …, 2015	1471	2015
Learning rich features from RGB-D images for object detection and segmentation S Gupta, R Girshick, P Arbeláez, J Malik Computer Vision–ECCV 2014, 345-360, 2014	1412	2014
Momentum contrast for unsupervised visual representation learning K He, H Fan, Y Wu, S Xie, R Girshick Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	1375	2020
Unsupervised deep embedding for clustering analysis J Xie, R Girshick, A Farhadi International conference on machine learning, 478-487, 2016	1314	2016
Simultaneous detection and segmentation B Hariharan, P Arbeláez, R Girshick, J Malik European conference on computer vision, 297-312, 2014	1144	2014
Cascade object detection with deformable part models PF Felzenszwalb, RB Girshick, D McAllester Computer vision and pattern recognition (CVPR), 2010 IEEE conference on …, 2010	1058	2010

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