4
Publications
1.5K
Citations
4
H-Index
2019
Active since
Affiliations
National University of Singapore(Current)
Yingtian Zou is an author at National University of Singapore specializing in deep learning, data science, and few-shot learning.
Top concepts
EngineeringData ScienceDeep LearningComputer ScienceMachine LearningFew-shot LearningImage AnalysisMachine VisionComputer VisionPattern Recognition
Publications per year
2019–2021
4
4
PANet: Few-Shot Image Semantic Segmentation With Prototype Alignment
Kaixin Wang, Jun Hao Liew, Yingtian Zou et al. · 2019 · 1.3K citations
Few-shot Learning, Convolutional Neural Network, Engineering +18
Image-to-Video Generation via 3D Facial Dynamics
Xiaoguang Tu, Yingtian Zou, Jian Zhao et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2021 · 55 citations
Task Similarity Aware Meta Learning: Theory-inspired Improvement on MAML
Pan Zhou, Yingtian Zou, Xiao–Tong Yuan et al. · Singapore Management University Institutional Knowledge (InK) (Singapore Management University) · 2021 · 18 citations · Full text
Artificial Intelligence, Few-shot Learning, Meta-learning (Computer Science) +17
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