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Selected Publications

[1] On Network Design Spaces for Visual Recognition [Arxiv]
Ilija Radosavovic, Justin Johnson, Saining Xie, Wan-Yen Lo, Piotr Dollár
ICCV 2019

[2] Exploring Randomly Wired Neural Networks for Image Recognition [Arxiv]
Saining Xie, Alexander Kirillov, Ross Girshick, Kaiming He
ICCV 2019 (Oral)

[3] Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
[Arxiv] [Code] [Mini-Kinetics-200 splits]
Saining Xie, Chen Sun, Jonathan Huang, Zhuowen Tu, Kevin Murphy
ECCV 2018

[4] Attentional ShapeContextNet for Point Cloud Recognition [pdf]
Saining Xie*, Sainan Liu*, Zeyu Chen, Zhuowen Tu
CVPR 2018

[5] Aggregated Residual Transformations for Deep Neural Networks [Arxiv] [Code and Pretrained Model]
Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He
CVPR 2017, Second Place at ILSVRC 2016 Classification Track

[6] Convolutional Pseudo-Prior for Structured Labeling [Arxiv]
Saining Xie*, Xun Huang* and Zhuowen Tu (*equal contribution.)
ECCV 2016

[7] Holistically-Nested Edge Detection [Arxiv][Code and Model]
Saining Xie and Zhuowen Tu
ICCV 2015 (Oral), Marr Prize Honorable Mention Award

[8] Holistically-Nested Edge Detection [Extended Journal Paper]
Saining Xie and Zhuowen Tu
IJCV 2017, with updated results and new experiments

[9] Hyper-class Augmented and Regularized Deep Learning for Fine-grained Image Classification [pdf][extended abstract] [Project Page]
Saining Xie, Tianbao Yang, Xiaoyu Wang, Yuanqing Lin
CVPR 2015

[10] Deeply-Supervised Nets [pdf][Project Page][Code]
Chen-Yu Lee*, Saining Xie*, Patrick Gallagher, Zhengyou Zhang, Zhuowen Tu
(* indicates equal contributions) AISTATS 2015

An earlier version presented as oral at Deep Learning and Representation Learning Workshop, NIPS 2014

[11] Perception Preserving Projections [pdf][slides]
Saining Xie, Jiashi Feng, Shuicheng Yan, Hongtao Lu
BMVC 2013 (Oral)