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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
510112015
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
301292016
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
295252014
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
286102014
Fast R-CNN
R Girshick
Proceedings of the IEEE International Conference on Computer Vision, 1440-1448, 2015
232442015
Mask R-CNN
K He, G Gkioxari, P Dollár, R Girshick
arXiv preprint arXiv:1703.06870, 2017
231892017
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
173842017
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
171692014
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
157892017
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
121022010
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
83702017
Non-local neural networks
X Wang, R Girshick, A Gupta, K He
Proceedings of the IEEE conference on computer vision and pattern …, 2018
69102018
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
53482020
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
28062017
Unsupervised deep embedding for clustering analysis
J Xie, R Girshick, A Farhadi
International conference on machine learning, 478-487, 2016
21782016
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
21372016
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
17892015
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
16642014
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
16172017
Improved baselines with momentum contrastive learning
X Chen, H Fan, R Girshick, K He
arXiv preprint arXiv:2003.04297, 2020
15662020
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