Ross Girshick

Cited by

	All	Since 2016
Citations	162270	149765
h-index	71	69
i10-index	98	95

53000

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39750

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Co-authors

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
Pedro FelzenszwalbBrown UniversityVerified email at brown.edu
Deva RamananAssociate Professor, Robotics Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Georgia GkioxariUC Berkeley, Facebook AI ResearchVerified email at berkeley.edu
Jian SunChief Scientist/Managing Director of Megvii (Face++)Verified email at megvii.com
Shaoqing RenNIOVerified email at nio.com
Tsung-Yi LinResearch Scientist, Google BrainVerified email at google.com
Yangqing JiaVP, Alibaba GroupVerified email at daggerfs.com
David McAllesterProfessor, Toyota Technological Institute at ChicagoVerified email at ttic.edu
Pablo ArbelaezUniversidad de los Andes, ColombiaVerified email at uniandes.edu.co
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
Serge BelongieProfessor of Computer Science, Cornell University and Cornell TechVerified email at cs.cornell.edu
Evan ShelhamerAdobe | MIT | UC BerkeleyVerified email at cs.berkeley.edu

Ross Girshick

Research Scientist, Facebook AI Research (FAIR)

Verified email at eecs.berkeley.edu - Homepage

computer vision machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	19194	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	17736	2014
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	14955	2014
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	13914	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	13669	2016
Fast R-CNN R Girshick Proceedings of the IEEE International Conference on Computer Vision, 1440-1448, 2015	13145	2015
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	10398	2010
Mask R-CNN K He, G Gkioxari, P Dollár, R Girshick arXiv preprint arXiv:1703.06870, 2017	9931	2017
Faster R-CNN: towards real-time object detection with region proposal networks S Ren, K He, R Girshick, J Sun IEEE transactions on pattern analysis and machine intelligence 39 (6), 1137-1149, 2016	7275	2016
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	5927	2017
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	5865	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	3574	2017
Non-local neural networks X Wang, R Girshick, A Gupta, K He Proceedings of the IEEE conference on computer vision and pattern …, 2018	2261	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	1467	2017
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	1417	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	1312	2014
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	1262	2016
Simultaneous detection and segmentation B Hariharan, P Arbeláez, R Girshick, J Malik European Conference on Computer Vision, 297-312, 2014	1055	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	1007	2010
Unsupervised deep embedding for clustering analysis J Xie, R Girshick, A Farhadi International conference on machine learning, 478-487, 2016	1004	2016

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