Wenxuan Xie

Senior Researcher

Publications

Afficher par:

- 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
  
  Publication
- 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
  
  Publication
- 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
  
  DOI PDF
- 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
  
  PDF Publication Author's Version
- Detect or Track: Towards Cost-Effective Video Object Detection/Tracking
  
  Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng
  
  AAAI | January 2019
  
  PDF Publication Author's Version
- Weakly-supervised image parsing via constructing semantic graphs and hypergraphs
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  ACM MM | November 2014
  
  PDF Publication
- Graph-based multimodal semi-supervised image classification
  
  Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
  
  Neurocomputing | August 2014
  
  PDF Publication
- Cross-View Feature Learning for Scalable Social Image Analysis
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  AAAI | July 2014
  
  PDF Publication
- Semantic Graph Construction for Weakly-Supervised Image Parsing
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  AAAI | July 2014
  
  PDF Publication
- 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
  
  PDF Publication

- 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
  
  Publication
- 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
  
  Publication
- 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
  
  PDF Publication Author's Version
- Detect or Track: Towards Cost-Effective Video Object Detection/Tracking
  
  Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng
  
  AAAI | January 2019
  
  PDF Publication Author's Version
- Weakly-supervised image parsing via constructing semantic graphs and hypergraphs
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  ACM MM | November 2014
  
  PDF Publication
- Graph-based multimodal semi-supervised image classification
  
  Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
  
  Neurocomputing | August 2014
  
  PDF Publication
- Semantic Graph Construction for Weakly-Supervised Image Parsing
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  AAAI | July 2014
  
  PDF Publication
- Cross-View Feature Learning for Scalable Social Image Analysis
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  AAAI | July 2014
  
  PDF Publication
- 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
  
  PDF Publication
- 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
  
  Publication
- 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
  
  DOI PDF
- 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
  
  DOI PDF

- 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
  
  Publication
- 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
  
  Publication
- 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
  
  DOI PDF
- Detect or Track: Towards Cost-Effective Video Object Detection/Tracking
  
  Hao Luo, Wenxuan Xie, Xinggang Wang, Wenjun Zeng
  
  AAAI | January 2019
  
  PDF Publication Author's Version
- Weakly-supervised image parsing via constructing semantic graphs and hypergraphs
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  ACM MM | November 2014
  
  PDF Publication
- Semantic Graph Construction for Weakly-Supervised Image Parsing
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  AAAI | July 2014
  
  PDF Publication
- Cross-View Feature Learning for Scalable Social Image Analysis
  
  Wenxuan Xie, Yuxin Peng, Jianguo Xiao
  
  AAAI | July 2014
  
  PDF Publication
- 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
  
  PDF Publication
- 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
  
  PDF Publication Author's Version
- Graph-based multimodal semi-supervised image classification
  
  Wenxuan Xie, Zhiwu Lu, Yuxin Peng, Jianguo Xiao
  
  Neurocomputing | August 2014
  
  PDF Publication

Wenxuan Xie

Publications

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Unsupervised Visual Representation Learning by Tracking Patches in Video

Joint Time-Frequency and Time Domain Learning for Speech Enhancement.

Learning to Update for Object Tracking with Recurrent Meta-learner

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking

Weakly-supervised image parsing via constructing semantic graphs and hypergraphs

Graph-based multimodal semi-supervised image classification

Cross-View Feature Learning for Scalable Social Image Analysis

Semantic Graph Construction for Weakly-Supervised Image Parsing

Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Unsupervised Visual Representation Learning by Tracking Patches in Video

Learning to Update for Object Tracking with Recurrent Meta-learner

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking

Weakly-supervised image parsing via constructing semantic graphs and hypergraphs

Graph-based multimodal semi-supervised image classification

Semantic Graph Construction for Weakly-Supervised Image Parsing

Cross-View Feature Learning for Scalable Social Image Analysis

Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression

Unsupervised Visual Representation Learning by Tracking Patches in Video

Joint Time-Frequency and Time Domain Learning for Speech Enhancement.

Joint Time-Frequency and Time Domain Learning for Speech Enhancement.

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Unsupervised Visual Representation Learning by Tracking Patches in Video

Joint Time-Frequency and Time Domain Learning for Speech Enhancement.

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking

Weakly-supervised image parsing via constructing semantic graphs and hypergraphs

Semantic Graph Construction for Weakly-Supervised Image Parsing

Cross-View Feature Learning for Scalable Social Image Analysis

Multimodal semi-supervised image classification by combining tag refinement, graph-based learning and support vector regression

Learning to Update for Object Tracking with Recurrent Meta-learner

Graph-based multimodal semi-supervised image classification

Contact Wenxuan Xie

Microsoft Research Lab – Asia