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Ross Girshick
Ross Girshick
Research Scientist, Allen Institute for Artificial Intelligence (AI2)
Adresse e-mail validée de allenai.org - Page d'accueil
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Année
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
819562015
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
553472016
Microsoft coco: Common objects in context
TY Lin, M Maire, S Belongie, J Hays, P Perona, D Ramanan, P Dollár, ...
Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014
530542014
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
430792014
Mask R-CNN
K He, G Gkioxari, P Dollár, R Girshick
arXiv preprint arXiv:1703.06870, 2017
397742017
Fast R-CNN
R Girshick
Proceedings of the IEEE International Conference on Computer Vision, 1440-1448, 2015
378812015
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
351162017
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
300522017
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
185812014
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
137922020
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
136762017
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
134812010
Non-local neural networks
X Wang, R Girshick, A Gupta, K He
Proceedings of the IEEE conference on computer vision and pattern …, 2018
117172018
Masked autoencoders are scalable vision learners
K He, X Chen, S Xie, Y Li, P Dollár, R Girshick
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
77592022
Segment anything
A Kirillov, E Mintun, N Ravi, H Mao, C Rolland, L Gustafson, T Xiao, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
71302023
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
42342017
Improved baselines with momentum contrastive learning
X Chen, H Fan, R Girshick, K He
arXiv preprint arXiv:2003.04297, 2020
37422020
Unsupervised deep embedding for clustering analysis
J Xie, R Girshick, A Farhadi
International conference on machine learning, 478-487, 2016
36602016
Detectron2
Y Wu, A Kirillov, F Massa, WY Lo, R Girshick
31292019
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
29972016
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