Saining Xie
Saining Xie
Research Scientist, Facebook AI Research (FAIR)
Verified email at fb.com - Homepage
TitleCited byYear
Aggregated Residual Transformations for Deep Neural Networks
S Xie, R Girshick, P Dollár, Z Tu, K He
Computer Vision and Pattern Recognition (CVPR), 2017, 2017
17652017
Holistically-Nested Edge Detection
S Xie, Z Tu
International Conference on Computer Vision (ICCV), 2015, 1395-1403, 2015
12892015
Deeply-Supervised Nets
CY Lee*, S Xie*, P Gallagher, Z Zhang, Z Tu
Artificial Intelligence and Statistics (AISTATS), 2015, 2014
11962014
Hyper-class Augmented and Regularized Deep Learning for Fine-grained Image Classification
S Xie, T Yang, X Wang, Y Lin
Computer Vision and Pattern Recognition (CVPR), 2015, 2014
1232014
Rethinking spatiotemporal feature learning: Speed-accuracy trade-offs in video classification
S Xie, C Sun, J Huang, Z Tu, K Murphy
Proceedings of the European Conference on Computer Vision (ECCV), 305-321, 2018
1142018
Rethinking spatiotemporal feature learning for video understanding
S Xie, C Sun, J Huang, Z Tu, K Murphy
arXiv preprint arXiv:1712.04851 1 (2), 5, 2017
762017
Combining Factorization Model and Additive Forest for Collaborative Followee Recommendation
T Chen, L Tang, Q Liu, D Yang, S Xie, X Cao, C Wu, E Yao, Z Liu, Z Jiang, ...
KDD CUP, 2012, 2012
542012
Exploring randomly wired neural networks for image recognition
S Xie, A Kirillov, R Girshick, K He
Proceedings of the IEEE International Conference on Computer Vision, 1284-1293, 2019
482019
Attentional ShapeContextNet for Point Cloud Recognition
S Xie, S Liu, Z Chen, Z Tu
Computer Vision and Pattern Recognition (CVPR), 2018, 2018
482018
Top-Down Learning for Structured Labeling with Convolutional Pseudoprior
S Xie, X Huang, Z Tu
European Conference on Computer Vision (ECCV), 2016, 2016
31*2016
Multi-Task Co-Clustering via Nonnegative Matrix Factorization
S Xie, H Lu, Y He
International Conference on Pattern Recognition (ICPR), 2012, 2012
272012
Pairwise Constrained Concept Factorization for Data Representation
Y He, H Lu, L Huang, S Xie
Neural Networks 52, 1-17, 2013
172013
Semi-Supervised Non-Negative Matrix Factorization for Image Clustering with Graph Laplacian
Y He, H Lu, S Xie
Multimedia tools and applications 72 (2), 1441-1463, 2013
122013
Momentum contrast for unsupervised visual representation learning
K He, H Fan, Y Wu, S Xie, R Girshick
arXiv preprint arXiv:1911.05722, 2019
72019
Hyper-class augmented and regularized deep learning for fine-grained image classification
T Yang, X Wang, Y Lin, S Xie
US Patent App. 14/884,600, 2016
52016
Decoupling representation and classifier for long-tailed recognition
B Kang, S Xie, M Rohrbach, Z Yan, A Gordo, J Feng, Y Kalantidis
arXiv preprint arXiv:1910.09217, 2019
22019
Sample-efficient neural architecture search by learning action space
L Wang, S Xie, T Li, R Fonseca, Y Tian
arXiv preprint arXiv:1906.06832, 2019
22019
On network design spaces for visual recognition
I Radosavovic, J Johnson, S Xie, WY Lo, P Dollár
Proceedings of the IEEE International Conference on Computer Vision, 1882-1890, 2019
22019
Transferring Task Goals via Hierarchical Reinforcement Learning
S Xie, A Galashov, S Liu, S Hou, R Pascanu, N Heess, YW Teh
Tech Report, 2018, 2018
12018
Order-Aware Generative Modeling Using the 3D-Craft Dataset
Z Chen, D Guo, T Xiao, S Xie, X Chen, H Yu, J Gray, K Srinet, H Fan, J Ma, ...
Proceedings of the IEEE International Conference on Computer Vision, 1764-1773, 2019
2019
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