Search Results for author: Lianzhe Wang

Found 3 papers, 0 papers with code

Improving Generalization of Meta-Learning With Inverted Regularization at Inner-Level

no code implementations CVPR 2023 Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu

Despite the broad interest in meta-learning, the generalization problem remains one of the significant challenges in this field.

Meta-Learning

Meta Learning with Minimax Regularization

no code implementations29 Sep 2021 Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Wenpeng Zhang, Heng Chang, Wenwu Zhu

Even though meta-learning has attracted research wide attention in recent years, the generalization problem of meta-learning is still not well addressed.

Few-Shot Learning

Online Continual Adaptation with Active Self-Training

no code implementations11 Jun 2021 Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu

Our theoretical results show that OSAMD can fast adapt to changing environments with active queries.

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