ZiTian·Chen
I am a second-year phd student in UMass Amherst, advised by Prof.Erik Learned-Miller. Previously, I worked with Prof.Yanwei Fu when I am an undergraduate student at Fudan University.
Education
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2015.7 - 2019.7 Fudan University, Shanghai
Bachelor of Computer Science
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2019.8 - University of Massachusetts Amherst
Ph.D. student, College of Information and Computer Sciences
COMPETITION
ACM-ICPC (International Collegiate Programming Contest) 2016 QingDao Regional Gold Medal
ACM-ICPC (International Collegiate Programming Contest) 2015 BeiJing Regional Gold Medal
PUBLICATIONS
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Shot in the Dark: Few-Shot Learning with No Base-Class Labels
Preprint
Zitian Chen, Subhransu Maji, Erik Learned-Miller
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Cross-Supervised Object Detection
Preprint
Zitian Chen, Zhiqiang Shen, Jiahui Yu, Erik Learned-Miller
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Image Deformation Meta-network for One-shot Learning
Best paper finalist and Oral at CVPR 2019
Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert
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Multi-level Semantic Feature Augmentation for One-shot Learning
IEEE Transactions on Image Processing(TIP)
Zitian Chen, Yanwei Fu, Yinda Zhang, Leonid Sigal
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Image Block Augmentation for One-Shot Learning
AAAI 2019
Zitian Chen, Yanwei Fu, Kaiyu Chen, Yu-Gang Jiang
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Environment Upgrade Reinforcement Learning for Non-differentiable Multi-stage Pipelines
Spotlight at CVPR 2018
Shuqin Xie, Zitian Chen, Chao Xu, Cewu Lu
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Learning to score the figure skating sports videos
IEEE Transactions on Circuits and Systems for Video Technology
Chengming Xu, Yanwei Fu, Bing Zhang, Zitian Chen, Yu-Gang Jiang, Xiangyang Xue
