Saining Xie
Saining Xie
Research Scientist, Facebook AI Research (FAIR)
Verified email at fb.com - Homepage
Title
Cited by
Cited by
Year
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
35012017
Holistically-Nested Edge Detection
S Xie, Z Tu
International Conference on Computer Vision (ICCV), 2015, 1395-1403, 2015
18482015
Deeply-Supervised Nets
S Xie*, CY Lee*, P Gallagher, Z Zhang, Z Tu
Artificial Intelligence and Statistics (AISTATS), 2015, 2014
1565*2014
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
5292020
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
448*2018
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
1622019
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
1562014
Attentional ShapeContextNet for Point Cloud Recognition
S Xie, S Liu, Z Chen, Z Tu
Computer Vision and Pattern Recognition (CVPR), 2018, 2018
1022018
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
572012
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
552019
Top-Down Learning for Structured Labeling with Convolutional Pseudoprior
S Xie, X Huang, Z Tu
European Conference on Computer Vision (ECCV), 2016, 2016
40*2016
Multi-Task Co-Clustering via Nonnegative Matrix Factorization
S Xie, H Lu, Y He
International Conference on Pattern Recognition (ICPR), 2012, 2012
292012
Fbnetv2: Differentiable neural architecture search for spatial and channel dimensions
A Wan, X Dai, P Zhang, Z He, Y Tian, S Xie, B Wu, M Yu, T Xu, K Chen, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
262020
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
242019
Pairwise Constrained Concept Factorization for Data Representation
Y He, H Lu, L Huang, S Xie
Neural Networks 52, 1-17, 2013
192013
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
132013
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
122019
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
102016
PointContrast: Unsupervised pre-training for 3D point cloud understanding
S Xie, J Gu, D Guo, CR Qi, L Guibas, O Litany
European Conference on Computer Vision, 574-591, 2020
92020
Graph structure of neural networks
J You, J Leskovec, K He, S Xie
International Conference on Machine Learning, 10881-10891, 2020
82020
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Articles 1–20