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Xuehan Xiong

Carnegie Mellon University

Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts

Jan 11, 2021
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister

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Spatial-Temporal Alignment Network for Action Recognition and Detection

Dec 04, 2020
Junwei Liang, Liangliang Cao, Xuehan Xiong, Ting Yu, Alexander Hauptmann

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PERF-Net: Pose Empowered RGB-Flow Net

Sep 28, 2020
Yinxiao Li, Zhichao Lu, Xuehan Xiong, Jonathan Huang

* 9 pages, 4 figures, 6 tables 

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AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification

Jul 31, 2020
Xiaofang Wang, Xuehan Xiong, Maxim Neumann, AJ Piergiovanni, Michael S. Ryoo, Anelia Angelova, Kris M. Kitani, Wei Hua

* ECCV 2020 

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An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints

Jun 03, 2018
Zhe Li, Xuehan Xiong, Zhou Ren, Ning Zhang, Xiaoyu Wang, Tianbao Yang

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Efficient Video Object Segmentation via Network Modulation

Feb 04, 2018
Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos

* Submitted to CVPR 2018 

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Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision

May 03, 2014
Xuehan Xiong, Fernando De la Torre

* 15 pages. In submission to TPAMI 

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Bayesian Optimal Active Search and Surveying

Jun 27, 2012
Roman Garnett, Yamuna Krishnamurthy, Xuehan Xiong, Jeff Schneider, Richard Mann

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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