About Me

I am currently an Assistant Professor (RTDa) in the Department of Information Engineering and Computer Science at University of Trento, Italy. I was a Postdoctoral Research Fellow in CVLab at EPFL, working with Prof. Pascal Fua and Dr. Mathieu Salzmann. I received Ph.D Degree from University of Trento, Italy. My supervisor was Prof. Nicu Sebe and I was co-supervised by Prof. Yan Yan I was a visiting student from 2015 to 2016 in the Learning and Vision (LV) Group at National University of Singapore (NUS), working with Prof. Shuicheng Yan and Prof. Jiashi Feng.

Research Interests

Face analysis, human action understanding, augmented reality (AR), segmentation, optimization problems, etc.


News

  • I'm happy to serve as the Associate Editor of ICPR 2020.

Publications

2020

Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild
Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe
ACM Conference on Multimedia(ACM MM), 2020. Github Code released!

Single-Stage 6D Object Pose Estimation
Yinlin Hu, Pascal Fua, Wei Wang, Mathieu Salzmann
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. Github Code released!

Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets
Wei Wang, Xavier Alameda-Pineda, Dan Xu, Elisa Ricci, Nicu Sebe
IEEE Transactions on Multimedia (TMM), 2020

2019

Backpropagation-Friendly Eigendecomposition
Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann
Annual Conference on Neural Information Processing Systems (NeurIPS), 2019. Github Code released!

Recurrent U-Net for Resource-Constrained Segmentation
Wei Wang, Kaicheng Yu, Joachim Hugonot, Pascal Fua, Mathieu Salzmann
IEEE International Conference on Computer Vision (ICCV), 2019. Github Code released!

Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation
Hao Tang, Dan Xu, Yan Yan, Wei Wang, Nicu Sebe
ACM Conference on Multimedia (ACM MM), 2019. (Oral)

Recurrent Face Aging with Hierarchical Autoregressive Memory
Wei Wang, Yan Yan, Zhen Cui, Jiashi Feng, Shuicheng Yan, Nicu Sebe
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019

2018

Recurrent Convolutional Shape Regression
Wei Wang, Sergey Tulyakov and Nicu Sebe
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018

Flexible Manifold Learning With Optimal Graph for Image and Video Representation
Wei Wang, Yan Yan, Feiping Nie, Shuicheng Yan, Nicu Sebe
IEEE Transactions on Image Processing (TIP), 2018

Every Smile is Unique: Landmark-Guided Diverse Smile Generation
Wei Wang, Xavier Alameda-Pineda, Dan Xu, Pascal Fua, Elisa Ricci, Nicu Sebe
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
Dan Xu, Wei Wang, Hao Tang, Hong Liu, Nicu Sebe, Elisa Ricci
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
Hao Tang, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe
ACM Conference on Multimedia(ACM MM), 2018. (Oral)

2017

FoveaNet: Perspective-aware Urban Scene Parsing
Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
IEEE International Conference on Computer Vision (ICCV), 2017

Recurrent 3D-2D Dual Learning for Large-pose Facial Landmark Detection
Shengtao Xiao, Jiashi Feng, Luoqi Liu, Xuecheng Nie, Wei Wang, Shuicheng Yan, Ashraf Kassim
IEEE International Conference on Computer Vision (ICCV), 2017

Face Aging with Contextural Generative Adversarial Nets
Si Liu, Yao Sun, Defa Zhu, Renda Bao, Wei Wang, Xiangbo Shu, Shuicheng Yan
ACM Conference on Multimedia (ACM MM), 2017

Class-wise Dictionary Learning for Hyperspectral Image Classification
Siyuan Hao, Wei Wang, Yan Yan, Lorenzo Bruzzone
Neurocomputing, 2017
[PDF] [Bibtex]

2016

Collaborative Sparse Coding for Multiview Action Recognition
Wei Wang, YanYan, Luming Zhang, Richang Hong, Nicu Sebe
IEEE Multimedia, 2016
[PDF] [Bibtex]

Recurrent Convolutional Face Alignment
Wei Wang, Sergey Tulyakov, Nicu Sebe
Asian Conference on Computer Vision (ACCV), 2016. (Oral)
[PDF] [Bibtex]

Sparse Code Filtering for Action Pattern Mining
Wei Wang, Yan Yan, Liqiang Nie, Luming Zhang, Stefan Winkler, Nicu Sebe
Asian Conference on Computer Vision (ACCV), 2016. (Oral)
[PDF] [Bibtex]

Projective Unsupervised Flexible Embedding with Optimal Graph
Wei Wang, Yan Yan, Feiping Nie, Xavier Alameda Pineda, Shuicheng Yan, Nicu Sebe
British Machine Vision Conference (BMVC), 2016.
[PDF] [Bibtex]

Recurrent Face Aging
Wei Wang, Zhen Cui, Yan Yan, Jiashi Feng, Shuicheng Yan, Xiangbo Shu, Nicu Sebe
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. (Oral)
[PDF] [Bibtex]

Category Specific Dictionary Learning for Attribute Specific Feature Selection
Wei Wang, Yan Yan, Stefan Winkler, Nicu Sebe
IEEE Transactions on Image Processing (TIP), 2016.
[PDF] [Bibtex]

2015

Attribute Guided Dictionary Learning
Wei Wang, Yan Yan, Nicu Sebe
ACM on International Conference on Multimedia Retrieval (ICMR), 2016. (Oral)
[PDF] [Bibtex]


Selected Award

  • ACM Multimedia 2018 Best Paper Award Nominee
  • ICCV 2017 Doctoral Consortium
  • 2011-2013 Danish Government Scholarship