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Yunchao Wei 魏云超

Senior Lecturer / ARC DECRA Fellow

ReLER | Centre for Artificial Intelligence | University of Technology Sydney

Office: Room 123, Level 10, Building 11, 81 Broadway, Ultimo NSW 2007 (PO Box 123)

Email: Yunchao.Wei AT uts.edu.au | wychao1987 AT gmail.com

  Google Scholar

About Me

I received PhD from Beijing Jiaotong University, advised by Prof. Zhao Yao. Before joining UTS, I was a Postdoc Researcher in Prof. Thomas Huang's Image Formation and Professing (IFP) group at Beckman Institute, UIUC, from 2017 to 2019. I was a Visiting Student from 2013 to 2015 and a Postdoc Researcher from 2016 to 2017 in the Learning and Vision (LV) Research Group at National University of Singapore (NUS), working with Prof. Shuicheng Yan and Prof. Jiashi Feng.



Research Interests

Deep learning and its applications in computer vision, including image classification, object detection, semantic segmentation, etc.


News


Publications

Technique Reports

AINet: Association Implantation for Superpixel Segmentation
Yaxiong Wang, Yunchao Wei, Xueming Qian, Li Zhu, Yi Yang
[arxiv]

Delving Deep into Label Smoothing
Chang-Bin Zhang, Peng-Tao Jiang, Qibin Hou, Yunchao Wei, Qi Han, Zhen Li, Ming-Ming Cheng
[arxiv]

Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps
Xiaolin Zhang, Yunchao Wei, Yi Yang, Fei Wu
[arxiv]
Note: Propose new evalutation metrics for weakly supervised object localization.

A PyTorch Semantic Segmentation Toolbox
Zilong Huang, Yunchao Wei, Xinggang Wang, Wenyu Liu
[PDF] [CODE]
Note: We provide PyTorch implementations for DeeplabV3 and PSPNet. The advantages: 1) integrate Syn BN; 2) take less time and computational resources for training; 3) achieve better performance.

Revisiting Pre-training: An Efficient Training Method for Image Classification
Bowen Cheng, Yunchao Wei, Honghui Shi, Shiyu Chang, Jinjun Xiong, Thomas S. Huang
[arxiv]

Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection
Bowen Cheng, Yunchao Wei, Honghui Shi, Rogerio Feris, Jinjun Xiong, Thomas Huang
[arxiv] [CODE]

2021

Online Attention Accumulation for Weakly Supervised Semantic Segmentation
Peng-Tao Jiang, Ling-Hao Han, Qibin Hou, Ming-Ming Cheng, Yunchao Wei
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation
Bingfeng Zhang, Jimin Xiao, Jianbo Jiao, Yunchao Wei, Yao Zhao
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Cross-Modal Progressive Comprehension for Referring Segmentation
Si Liu, Tianrui Hui, Shaofei Huang, Yunchao Wei, Bo Li, Guanbin Li
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration
Zongxin Yang, Yunchao Wei, Yi Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[arxiv][Code]
Note: CFBI+: The enhanced version of our ECCV 2020 work. New SOTA solution on DAVIS 2016, 2017 and Youtube-VOS.

VSPW: A Large-scale Dataset for Video Scene Parsing in the Wild
Jiaxu Miao, Yunchao Wei, Yu Wu, Chen Liang, Guangrui Li, Yi Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Project]

Domain Consensus Clustering for Universal Domain Adaptation
Guangrui Li, Guoliang Kang, Yi Zhu, Yunchao Wei, Yi Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[PDF]

AlignSeg: Feature-Aligned Segmentation Networks
Zilong Huang, Yunchao Wei, Xinggang Wang, Honghui Shi, Wenyu Liu, Thomas S. Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[arxiv]

Sketch-Guided Scenery Image Outpainting
Yaxiong Wang, Yunchao Wei, Xueming Qian, Li Zhu, Yi Yang
IEEE Transactions on Image Processing (TIP), 2021
[arxiv]

Self-Correction for Human Parsing
Peike Li, Yunqiu Xu, Yunchao Wei, Yi Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[arxiv][CODE]
Note: Our latest progress on human parsing won the 1st place of the 3rd LIP Challenge in CVPR 2019.

2020

Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation
Guoliang Kang, Lu Jiang, Yunchao Wei, Yi Yang, Alexander G. Hauptmann
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
[CODE]

Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann
Neural Information Processing Systems (NeurIPS), 2020 (oral)

Consistent Structural Relation Learning for Generalized Zero-Shot Segmentation
Peike Li, Yunchao Wei, Yi Yang
Neural Information Processing Systems (NeurIPS), 2020 (spotlight)

VehicleNet: Learning Robust Feature Representation for Vehicle Re-identification
Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei
IEEE Transactions on Multimedia (TMM), 2020
[Project]
Note: The winner solution of the Re-ID Track in AICity Challenge 2020.

Meta Parsing Networks: Towards Generalized Few-shot Scene Parsing with Adaptive Metric Learning
Peike Li, Yunchao Wei, Yi Yang
ACM Multimedia (MM), 2020 (oral)

University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization
Zhedong Zheng, Yunchao Wei, Yi Yang
ACM Multimedia (MM), 2020
[arxiv][Project]
Note: We annotate 1652 buildings in 72 universities around the world.

Collaborative Video Object Segmentation by Foreground-Background Integration
Zongxin Yang, Yunchao Wei, Yi Yang
European Conference on Computer Vision (ECCV), 2020 (spotlight)
[arxiv][Code] [Youtube][Bilibili]
Note: Achieve the state of the art performance on DAVIS 2016, 2017 and Youtube-VOS.

Inter-Image Communication for Weakly Supervised Localization
Xiaolin Zhang, Yunchao Wei, Yi Yang
European Conference on Computer Vision (ECCV), 2020

Content-Consistent Matching for Domain Adaptive Semantic Segmentation
Guangrui Li, Guoliang Kang, Wu Liu, Yunchao Wei, Yi Yang
European Conference on Computer Vision (ECCV), 2020

Multi-Human Parsing With a Graph-based Generative Adversarial Model
Jianshu Li, Jian Zhao, Congyan Lang, Yidong Li, Yunchao Wei, Gudong Guo, Terence Sim, Shuicheng Yan, Jiashi Feng
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020

CCNet: Criss-Cross Attention for Semantic Segmentation
Zilong Huang, Xinggang Wang, Yunchao Wei, Lichao Huang, Humphrey Shi, Wenyu Liu, Thomas S. Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
[CODE]

SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation
Xiaolin Zhang, Yunchao Wei, Yi Yang, Thomas Huang
IEEE Transactions on Cybernetics (TCYB), 2020
[arxiv] [CODE]

Interactive Object Segmentation with Inside-Outside Guidance
Shiyin Zhang, Jun Hao Liew, Yunchao Wei, Shikui Wei, Yao Zhao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (oral)
[PDF] [Code] [Youtube][Bilibili]

Memory Aggregation Networks for Efficient Interactive Video Object Segmentation
Jiaxu Miao, Yunchao Wei, Yi Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF][Code]

Referring Image Segmentation via Cross-Modal Progressive Comprehension
Shaofei Huang, Tianrui Hui, Si Liu, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF]

Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation
Zhonghao Wang, Mo Yu, Yunchao Wei, Rogerio Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF]

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis
Mang Tik Chiu, Xingqian Xu, Yunchao Wei, Zilong Huang, Alexander Schwing, Robert Brunner, Hrant Khachatrian, Hovnatan Karapetyan, Ivan Dozier, Greg Rose, David Wilson, Adrian Tudor, Naira Hovakimyan, Thomas S. Huang, Honghui Shi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[arxiv][Project][News]

Referring Image Segmentation by Generative Adversarial Learning
Shuang Qiu, Yao Zhao, Jianbo Jiao, Yunchao Wei, Shikui Wei
IEEE Transactions on Multimedia (TMM), 2020

Rich Features Embedding for Cross-modal Retrieval: A Simple Baseline
Xin Fu, Yao Zhao, Yunchao Wei, Yufeng Zhao, Shikui Wei
IEEE Transactions on Multimedia (TMM), 2020

Parameter Distribution Balanced CNNs
Lixin Liao, Yao Zhao, Shikui Wei, Yunchao Wei, Jingdong Wang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020

Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach
Bingfeng Zhang, Jinmin Xiao, Yunchao Wei, Mingjie Sun, Kaizhu Huang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
[arxiv]

2019

SPGNet: Semantic Prediction Guidance for Scene Parsing
Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas Huang, Wen-Mei Hwu, Honghui Shi
IEEE International Conference on Computer Vision (ICCV), 2019
[PDF]

Integral Object Mining via Online Attention Accumulation
Peng-Tao Jiang, Qibin Hou, Yang Cao, Ming-Ming Cheng, Yunchao Wei, Hong-Kai Xiong
IEEE International Conference on Computer Vision (ICCV), 2019
[Project]

CCNet: Criss-Cross Attention for Semantic Segmentation
Zilong Huang, Xinggang Wang, Lichao Huang, Chang Huang, Yunchao Wei, Wenyu Liu
IEEE International Conference on Computer Vision (ICCV), 2019
[arxiv] [CODE]

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification
Yang Fu, Yunchao Wei, Guanshuo Wang, Yuqian Zhou, Honghui Shi, Thomas Huang
IEEE International Conference on Computer Vision (ICCV), 2019 (oral)
[arxiv] [CODE]

Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach
Bin Wang, Guojun Qi, Sheng Tang, Tianzhu Zhang, Yunchao Wei, Linghui Li, Yongdong Zhang
International Joint Conference on Artificial Intelligence (IJCAI), 2019

Geometry-Aware Distillation for Indoor Semantic Segmentation
Jianbo Jiao, Yunchao Wei, Zequn Jie, Honghui Shi, Rynson W.H. Lau, Thomas S. Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms
Canyi Lu, Xi Peng, Yunchao Wei
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Magic-wall: Visualizing Room Decoration by Enhanced Wall Segmentation
Ting Liu, Yunchao Wei, Yao Zhao, Si Liu, Shikui Wei
IEEE Transactions on Image Processing (TIP), 2019

Concealed Object Detection for Activate Millimeter Wave Image
Ting Liu, Yao Zhao, Yunchao Wei, Yufeng Zhao, Shikui Wei
IEEE Transactions on Industrial Electronics (TIE), 2019

Devil in the Details: Towards Accurate Single and Multiple Human Parsing
Tao Ruan, Ting Liu, Zilong Huang, Yunchao Wei, Shikui Wei, Yao Zhao, Thomas Huang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2019 (oral)
[arxiv] [CODE]
Note: This work achieves the 1st places on all human paring tracks in the 2nd LIP Challenge

Weakly Supervised Scene Parsing with Point-based Distance Metric Learning
Rui Qian, Yunchao Wei, Honghui Shi, Jiachen Li, Jiaying Liu, Thomas Huang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2019
[arxiv]

STA: Spatial-Temporal Attention for Large-Scale Video-based Person Re-Identification
Yang Fu, Xiaoyang Wang, Yunchao Wei, Thomas Huang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2019
[arxiv]

Horizontal Pyramid Matching for Person Re-identification
Yang Fu, Yunchao Wei, Yuqian Zhou, Honghui Shi, Gao Huang, Xinchao Wang, Zhiqiang Yao, Thomas Huang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2019
[PDF]

IAN: The Individual Aggregation Network for Person Search
Jimin Xiao, Yanchun Xie, Tammam Tillo, Kaizhu Huang, Yunchao Wei, Jiashi Feng
Pattern Recognition (PR), 2019
[PDF]

2018

Self-Erasing Network for Integral Object Attention
Qibin Hou, Peng-Tao Jiang, Yunchao Wei, Ming-Ming Cheng
Neural Information Processing Systems (NIPS), 2018
[PDF] [Project]

TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection
Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi, Jinjun Xiong, Jiashi Feng, Thomas Huang
European Conference on Computer Vision (ECCV), 2018
[PDF]

Self-produced Guidance for Weakly-supervised Object Localization
Xiaolin Zhang, Yunchao Wei, Guoliang Kang, Yi Yang, Thomas Huang
European Conference on Computer Vision (ECCV), 2018
[PDF] [CODE]

Revisiting RCNN: On Awakening the Classification Power of Faster RCNN
Bowen Cheng, Yunchao Wei, Honghui Shi, Rogerio Feris, Jinjun Xiong, Thomas Huang
European Conference on Computer Vision (ECCV), 2018
[PDF]

Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation
Yunchao Wei, Huaxin Xiao, Honghui Shi, Zequn Jie, Jiashi Feng, Thomas Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (spotlight)
[PDF] [Project] [Prototxt]

Adversarial Complementary Learning for Weakly Supervised Object Localization
Xiaolin Zhang, *Yunchao Wei, Jiashi Feng, Yi Yang, Thomas Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[PDF] [CODE]

Left-Right Comparative Recurrent Model for Stereo Matching
Zequn Jie, Pengfei Wang, Yonggen Ling, Bo Zhao, Yunchao Wei, Jiashi Feng, Wei Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (oral)
[PDF]

Deep Salient Object Detection with Dense Connections and Distraction Diagnosis
Huaxin Xiao, Jiashi Feng, Yunchao Wei, Maojun Zhang
IEEE Transactions on Multimedia (TMM), 2018
[PDF] [CODE] Note: This work provides the state-of-the-art solution for saliency object detection.

Transferable Semi-supervised Semantic Segmentation
Huaxin Xiao, Yunchao Wei, Yu Liu, Maojun Zhang, Jiashi Feng
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2018
[PDF]

Proposal-free network for instance-level object segmentation
Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Jianchao Yang, Liang Lin, Shuicheng Yan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
[arxiv]

2017

Multi-stage Object Detection with Group Recursive Learning
Jianan Li, Xiaodan Liang, Jianshu Li, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan
IEEE Transactions on Multimedia (TMM), 2017

Regional Interactive Image Segmentation Networks
Jun Hao Liew, Yunchao Wei, Wei Xiong, Sim-Heng Ong, Jiashi Feng
IEEE International Conference on Computer Vision (ICCV), 2017

Magic-wall: Visualizing Room Decoration
Ting Liu, Yunchao Wei, Yao Zhao, Si Liu, Shikui Wei
ACM Multimedia (MM), 2017 (oral)

Deep Attribute-preserving Metric Learning for Natural Language Object Retrieval
Jianan Li, Yunchao Wei, Xiaodan Liang, Fang Zhao, Tingfa Xu, Jiashi Feng
ACM Multimedia (MM), 2017

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach
Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (oral)
[PDF]

Deep Self-taught Learning for Weakly Supervised Object Detection
Zequn Jie, Yunchao Wei, Xiaojie Jin, Jiashi Feng, Wei Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (spotlight)
[PDF]

Perceptual Generative Adversarial Networks for Small Object Detection
Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
[PDF]

Enhanced Isomorphic Semantic Representation for Cross-media Retrieval
Ting Liu, Yao Zhao, Shikui Wei, Lixin Liao, Yunchao Wei
IEEE International Conference on Multimedia and Expo (ICME), 2017
[PDF] [CODE]

Attentive Contexts for Object Detection
Jianan Li*, Yunchao Wei*, Xiaodan Liang, Jian Dong, Tingfa Xu, Jiashi Feng, Shuicheng Yan
IEEE Transactions on Multimedia (TMM), 2017
[PDF]

STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation
Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Jiashi Feng, Yao Zhao, Shuicheng Yan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017
[PDF] [SUPP] [Project] [Bibtex]

2016

Learning to Segment Human by Watching YouTube
Xiaodan Liang, Yunchao Wei, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Liang Lin, Shuicheng Yan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
[PDF]

Reversible Recursive Instance-level Object Segmentation
Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
[PDF]

HCP: A Flexible CNN Framework for Multi-label Image Classification
Yunchao Wei, Wei Xia, Min Lin, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
[PDF] [SUPP] [Project] [Bibtex]

Cross-Modal Retrieval With CNN Visual Features: A New Baseline
Yunchao Wei, Yao Zhao, Canyi Lu, Shikui Wei, Luoqi Liu, Zhenfeng Zhu, Shuicheng Yan
IEEE Transactions on Cybernetics (TCYB), 2016
[PDF] [Project] [Bibtex]

Learning to segment with image-level annotations
Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Zequn Jie, Yanhui Xiao, Yao Zhao, Shuicheng Yan
Pattern Recognition (PR), 2016
[PDF]

Modality-Dependent Cross-Media Retrieval
Yunchao Wei, Yao Zhao, Zhenfeng Zhu, Shikui Wei, Yanhui Xiao, Jiashi Feng, Shuicheng Yan
ACM Transactions on Intelligent Systems and Technology (TIST), 2016
[PDF] [Project] [Bibtex]

Instance-Aware Hashing for Multi-Label Image Retrieval
Hanjiang Lai, Pan Yan, Xiangbo Shu, Yunchao Wei, Shuicheng Yan
IEEE Transactions on Image Processing (TIP), 2016
[PDF]

Object proposal generation with fully convolutional networks
Zequn Jie, Wen Feng Lu, Siavash Sakhavi, Yunchao Wei, Eng Hock Francis Tay, Shuicheng Yan
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2016
[PDF]

Deep Learning with S-Shaped Rectified Linear Activation Units
Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2016
[PDF]

3D video super-resolution using fully convolutional neural networks
Yanchun Xie, Jimin Xiao, Tammam Tillo, Yunchao Wei, Yao Zhao
IEEE International Conference on Multimedia and Expo (ICME), 2016
[PDF]

2015

Kernel Reconstruction ICA for Sparse Representation
Yanhui Xiao, Zhenfeng Zhu, Yao Zhao, Yunchao Wei, Shikui Wei
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2015
[PDF]

Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection
Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan
IEEE International Conference on Computer Vision (ICCV), 2015
[PDF]

Heterogeneous data alignment for cross-media computing
Shikui Wei, Yunchao Wei, Lei Zhang, Zhenfeng Zhu, Yao Zhao
International Conference on Internet Multimedia Computing and Service (ICIMCS), 2015

2014

Topographic NMF for data representation
Yanhui Xiao, Zhenfeng Zhu, Yao Zhao, Yunchao Wei, Shikui Wei, Xuelong Li
IEEE Transactions on Cybernetics (TCYB), 2014
[PDF]

Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2014
[PDF]

Learning a mid-level feature space for cross-media regularization
Yunchao Wei, Yao Zhao, Zhenfeng Zhu, Yanhui Xiao, Shikui Wei:
IEEE International Conference on Multimedia and Expo (ICME), 2014
[PDF]

2013 and Earlier

Class-Driven Non-Negative Matrix Factorization for Image Representation
Yanhui Xiao, Zhenfeng Zhu, Yao Zhao, Yunchao Wei
Journal of Computer Science and Technology (JCST), 2013

Knowledge Transferring for Image Classification
Yunchao Wei, Yao Zhao, Zhenfeng Zhu, Yanhui Xiao
Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2012


Selected Award

  • 2018 The Winner Prizes of All Human Parsing Tasks in the 2nd LIP Challenge
  • 2017 The Runnerup Prizes of All Video Object Detection/Tracking Tasks in ILSVRC
  • 2016 Excellent Doctoral Dissertation Award of CIE
  • 2016 Excellent Doctoral Dissertation Award of Beijing Jiaotong University
  • 2014 National Scholarship
  • 2014 The Winner Prize of Object Detection Task 1a in ILSVRC
  • 2013 Huawei Scholarship

Research Resources