Zou, Yingtian

6 publications

CVPR 2025 Improve Representation for Imbalanced Regression Through Geometric Constraints Zijian Dong, Yilei Wu, Chongyao Chen, Yingtian Zou, Yichi Zhang, Juan Helen Zhou

IJCAI 2024 Cross-Domain Feature Augmentation for Domain Generalization Yingnan Liu, Yingtian Zou, Rui Qiao, Fusheng Liu, Mong-Li Lee, Wynne Hsu

ICLR 2024 Towards Robust Out-of-Distribution Generalization Bounds via Sharpness Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu, Mong-Li Lee, Wynne Hsu

UAI 2023 MixupE: Understanding and Improving Mixup from Directional Derivative Perspective Yingtian Zou, Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi

ICLR 2022 Unraveling Model-Agnostic Meta-Learning via the Adaptation Learning Rate Yingtian Zou, Fusheng Liu, Qianxiao Li

UAI 2021 Task Similarity Aware Meta Learning: Theory-Inspired Improvement on MAML Pan Zhou, Yingtian Zou, Xiao-Tong Yuan, Jiashi Feng, Caiming Xiong, Steven Hoi