Biography
I am currently a second year Phd Candidate. My advisor is Prof. Jing Liao.
I have broad research interests in machine learning and computer vision. Recently I am focusing on 3D face.
Publications
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NeRF-Art: Text-Driven Neural Radiance Fields Stylization,
Can Wang, Ruixiang Jiang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao
arXiv, 2022. [Project]
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FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing,
Jingbo Zhang, Xiaoyu Li, Ziyu Wan, Can Wang, Jing Liao
ACM SIGGRAPH Conference in Asia (SIGGRAPH Asia), 2022. [Project]
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CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields,
Can Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao
Computer Vision and Pattern Recognition (CVPR), 2022. [Project]
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Deep Portrait Lighting Enhancement with 3D Guidance,
Fangzhou Han*, Can Wang*, Hao Du, Jing Liao [*Equal Contribution]
Eurographics Symposium on Rendering, selected to CGF Track (EGSR & CGF), 2021. [Project]
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Cross-Domain and Disentangled Face Manipulation with 3D Guidance,
Can Wang, Menglei Chai, Mingming He, Dongdong Chen, Jing Liao
IEEE Transactions on Visualization and Computer Graphics, 2021. [Project]
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Dual Learning for Joint Facial Landmark Detection and Action Unit Recognition,
Shangfei Wang, Yanan Chang, Can Wang
IEEE Transactions on Affective Computing (IEEE), 2021.
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Personalized Multiple Facial Action Unit Recognition through Generative Adversarial Recognition Network,
Can Wang, Shangfei Wang
ACM Multimedia (ACMMM), 2018.
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Video Affective Content Analysis by Exploring Domain Knowledge,
Shangfei Wang, Can Wang, Tanfang Chen, Yaxin Wang, Yangyang Shu, Qiang Ji
IEEE Transactions on Affective Computing (IEEE), 2019.
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Identity- and Pose-Robust Facial Expression Recognition through Adversarial Feature Learning,
Can Wang, Shangfei Wang, Guang Liang
ACM Multimedia (ACMMM), 2019.
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Integrating Facial Images, Speeches and Time for Empathy Prediction,
Shi Yin, Yonggan Fu, Can Wang, Runlong Wu, Heyan Ding, Shangfei Wang
Automatic Face & Gesture Recognition (FG), 2019. [Code]
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面部表情分析,
Shangfei Wang, Can Wang
CAA-PRMI专委会通讯2019年第4期(总第8期)约稿 (中国自动化学会), 2019.
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CardioID: learning to identification from electrocardiogram data,
Shenda Hong, Can Wang, Zhaoji Fu
Neurocomputing , 2020. [Code]
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Exploiting Multi-Emotion Relations at Feature and Label Levels for Emotion Tagging,
Zhiwei Xu, Shangfei Wang, Can Wang
ACM Multimedia (ACMMM), 2020.
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Pose-aware Adversarial Domain Adaptation for Personalized Facial Expression Recognition,
Guang Liang, Shangfei Wang, Can Wang
arXiv.org, 2020.
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Gated Temporal Convolutional Neural Network and Expert Features for Diagnosing and Explaining Physiological Time Series: A Case Study on Heart Rates,
Shenda Hong, Can Wang, Zhaoji Fu
Computer Methods and Programs in Biomedicine , 2020.
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Pose-Invariant Facial Expression Recognition,
Guang Liang, Shangfei Wang, Can Wang
Automatic Face & Gesture Recognition (FG), 2021.
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HITS: Binarizing Physiological Time Series with Deep Hashing Neural Network,
Zhaoji Fu, Can Wang, Guodong Wei, Wenrui Zhang, Shaofu Du, Shenda Hong
Pattern Recognition Letters , 2022.
Employment
- Internship in the Institute of Electrics, Chinese Academy of Sciences, 6/2017-9/2017.
- Internship in the Students We-Media Alliance, Baidu, 8/2018-10/2018.
- Internship in the Anhui Heart Voice Medical Technology Limited Company, HeartVoice, 8/2019-7/2020.
Teaching Assistant
- Advanced Artificial Intelligence (2019 Winter)
- Introduction to Artificial Intelligence (2019 Spring)
- Pattern Recognition (2018 Winter)
- C Language Programming (2018 Winter)
Patents
- 基于对抗学习的角度鲁棒的个性化人脸表情识别方法,CN111382684A,Shangfei Wang, Can Wang
Honors & Awards
Java Programming Contest of Oracle, the Third Prize, 2015. |
RoboCup International Competition and Symposium, the Second Prize of China, 2015. |
China Collegiate Programming Contest, the Second Prize of China, 2016. |
Excellent Intern in Chinese Academy of Sciences, 2017. |
The Best Editor Award of Baidu, 2018. |
The second place of 2018 OMG-Empathy Prediction Challenge of IEEE FG conference, See more, 2018. |
Student Travel Award, ACMMM 2018. |
National Scholarship, 2018. |
National Scholarship, 2019. |
Outstanding graduate in Anhui Province, 2020. |
The fourth place of CVPR 2020 EmotionNet Challenge, 2020. |
Miscellany
Hobbies: Erhu, Basketball, Music.
I am a member of Nationalities Music Orchestra of USTC.
Last Updated by Can Wang: Aug. 27 2020