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.
no code implementations • 29 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.
no code implementations • 11 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.