Ross Girshick
Ross Girshick
Research Scientist, Facebook AI Research (FAIR)
Verified email at eecs.berkeley.edu - Homepage
TitleCited byYear
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
118192015
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
115162014
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
103702014
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
83622010
Fast R-CNN
R Girshick
Proceedings of the IEEE International Conference on Computer Vision, 1440-1448, 2015
65342015
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
61092014
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
54022016
Mask R-CNN
K He, G Gkioxari, P Dollár, R Girshick
arXiv preprint arXiv:1703.06870, 2017
31922017
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
17722017
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
14372017
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
12492017
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
9552015
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
9242014
Cascade object detection with deformable part models
PF Felzenszwalb, RB Girshick, D McAllester
Computer vision and pattern recognition (CVPR), 2010 IEEE conference on …, 2010
8272010
Simultaneous detection and segmentation
B Hariharan, P Arbeláez, R Girshick, J Malik
European Conference on Computer Vision, 297-312, 2014
7492014
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
6352017
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
6262016
Part-based R-CNNs for fine-grained category detection
N Zhang, J Donahue, R Girshick, T Darrell
European conference on computer vision, 834-849, 2014
6152014
Inside-outside net: Detecting objects in context with skip pooling and recurrent neural networks
S Bell, C Lawrence Zitnick, K Bala, R Girshick
Proceedings of the IEEE conference on computer vision and pattern …, 2016
5192016
Efficient human pose estimation from single depth images
J Shotton, R Girshick, A Fitzgibbon, T Sharp, M Cook, M Finocchio, ...
IEEE transactions on pattern analysis and machine intelligence 35 (12), 2821 …, 2012
4702012
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Articles 1–20