Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
Published in ICLR 2024 (Spotlight, acceptance rate 5%), 2024
Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu, Mong-Li Lee, Wynne Hsu
Publications
You can find my full list of publications on my Google Scholar profile.
Representative Conference Papers
MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Published in UAI 2023 (Best Student Paper), 2023
Yingtian Zou*, Vikas Verma*, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
Published in ICLR 2022, 2022
Yingtian Zou, Fusheng Liu, Qianxiao Li
Panet: Few-shot image semantic segmentation with prototype alignment
Published in ICCV 2019 (Oral, acceptance rate 4.3%), 2019
Kaixin Wang, Jun Hao Liew, Yingtian Zou, Daquan Zhou, Jiashi Feng