Ross Girshick
Ross Girshick
Research Scientist, Facebook AI Research (FAIR)
Verified email at eecs.berkeley.edu - Homepage
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
354472015
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
217982014
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
192862016
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
192672014
Fast R-CNN
R Girshick
Proceedings of the IEEE International Conference on Computer Vision, 1440-1448, 2015
170262015
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
158842014
Mask R-CNN
K He, G Gkioxari, P Dollár, R Girshick
arXiv preprint arXiv:1703.06870, 2017
146622017
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
111792010
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
97212017
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
93032017
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
53372017
Non-local neural networks
X Wang, R Girshick, A Gupta, K He
Proceedings of the IEEE conference on computer vision and pattern …, 2018
39402018
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
19802017
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
18962020
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
16132016
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
15352015
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
14712014
Unsupervised deep embedding for clustering analysis
J Xie, R Girshick, A Farhadi
International conference on machine learning, 478-487, 2016
14552016
Simultaneous detection and segmentation
B Hariharan, P Arbeláez, R Girshick, J Malik
European conference on computer vision, 297-312, 2014
11902014
Clevr: A diagnostic dataset for compositional language and elementary visual reasoning
J Johnson, B Hariharan, L Van Der Maaten, L Fei-Fei, C Lawrence Zitnick, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
11052017
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