Ross Girshick
Ross Girshick
Research Scientist, Facebook AI Research (FAIR)
Adresse e-mail validée de eecs.berkeley.edu - Page d'accueil
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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
206422015
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
149442014
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
136642014
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
107362014
Fast R-CNN
R Girshick
Proceedings of the IEEE International Conference on Computer Vision, 1440-1448, 2015
106402015
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
104142016
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
95642010
Mask R-CNN
K He, G Gkioxari, P Dollár, R Girshick
arXiv preprint arXiv:1703.06870, 2017
73712017
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
42372017
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
39312017
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
26262017
Non-local neural networks
X Wang, R Girshick, A Gupta, K He
Proceedings of the IEEE conference on computer vision and pattern …, 2018
15162018
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
12082015
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
11572014
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
11372017
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
10492016
Simultaneous detection and segmentation
B Hariharan, P Arbeláez, R Girshick, J Malik
European Conference on Computer Vision, 297-312, 2014
9392014
Cascade object detection with deformable part models
PF Felzenszwalb, RB Girshick, D McAllester
Computer vision and pattern recognition (CVPR), 2010 IEEE conference on …, 2010
9152010
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
7752014
Unsupervised deep embedding for clustering analysis
J Xie, R Girshick, A Farhadi
International conference on machine learning, 478-487, 2016
7732016
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