Panet: Few-shot image semantic segmentation with prototype alignment
Published in ICCV 2019, 2019
Kaixin Wang, Jun Hao Liew, Yingtian Zou, Daquan Zhou, Jiashi Feng
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publications
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
Published in ICLR 2022, 2022
Yingtian Zou, Fusheng Liu, Qianxiao Li
MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Published in UAI 2023, 2023
Yingtian Zou*, Vikas Verma*, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
Published in ICLR 2024, 2024
Yingtian Zou, Kenji Kawaguchi, Yingnan Liu, Jiashuo Liu, Mong-Li Lee, Wynne Hsu