Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?
Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng
AAAI 2022 | September 2021
Wenxuan Xie
Senior Researcher
Publications
Publications by Year
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Unsupervised Visual Representation Learning by Tracking Patches in Video
Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition | June 2021
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Joint Time-Frequency and Time Domain Learning for Speech Enhancement.
Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng
2020 International Joint Conference on Artificial Intelligence | April 2020
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Learning to Update for Object Tracking with Recurrent Meta-learner
Bi Li, Wenxuan Xie, Wenjun Zeng, Wenyu Liu
IEEE Transactions on Image Processing | July 2019, Vol 28(7): pp. 3624-3635
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking
Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng
AAAI | January 2019
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Weakly-supervised image parsing via constructing semantic graphs and hypergraphs
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
ACM MM | November 2014
Graph-based multimodal semi-supervised image classification
Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
Neurocomputing | August 2014
Cross-View Feature Learning for Scalable Social Image Analysis
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
AAAI | July 2014
Semantic Graph Construction for Weakly-Supervised Image Parsing
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
AAAI | July 2014
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Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression
Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
ICIP | September 2013
Publications by Research Area
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Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?
Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng
AAAI 2022 | September 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video
Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition | June 2021
Learning to Update for Object Tracking with Recurrent Meta-learner
Bi Li, Wenxuan Xie, Wenjun Zeng, Wenyu Liu
IEEE Transactions on Image Processing | July 2019, Vol 28(7): pp. 3624-3635
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking
Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng
AAAI | January 2019
Weakly-supervised image parsing via constructing semantic graphs and hypergraphs
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
ACM MM | November 2014
Graph-based multimodal semi-supervised image classification
Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
Neurocomputing | August 2014
Semantic Graph Construction for Weakly-Supervised Image Parsing
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
AAAI | July 2014
Cross-View Feature Learning for Scalable Social Image Analysis
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
AAAI | July 2014
Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression
Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
ICIP | September 2013
-
Unsupervised Visual Representation Learning by Tracking Patches in Video
Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition | June 2021
Joint Time-Frequency and Time Domain Learning for Speech Enhancement.
Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng
2020 International Joint Conference on Artificial Intelligence | April 2020
-
Joint Time-Frequency and Time Domain Learning for Speech Enhancement.
Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng
2020 International Joint Conference on Artificial Intelligence | April 2020
Publications by Type
-
Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?
Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng
AAAI 2022 | September 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video
Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition | June 2021
Joint Time-Frequency and Time Domain Learning for Speech Enhancement.
Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng
2020 International Joint Conference on Artificial Intelligence | April 2020
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking
Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng
AAAI | January 2019
Weakly-supervised image parsing via constructing semantic graphs and hypergraphs
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
ACM MM | November 2014
Semantic Graph Construction for Weakly-Supervised Image Parsing
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
AAAI | July 2014
Cross-View Feature Learning for Scalable Social Image Analysis
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
AAAI | July 2014
Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression
Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
ICIP | September 2013
-
Learning to Update for Object Tracking with Recurrent Meta-learner
Bi Li, Wenxuan Xie, Wenjun Zeng, Wenyu Liu
IEEE Transactions on Image Processing | July 2019, Vol 28(7): pp. 3624-3635
Graph-based multimodal semi-supervised image classification
Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
Neurocomputing | August 2014