1 code implementation • 8 Aug 2021 • Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He
Incremental learning of semantic segmentation has emerged as a promising strategy for visual scene interpretation in the open- world setting.
1 code implementation • 11 May 2021 • Songyang Zhang, Jiale Zhou, Xuming He
Few-shot video classification aims to learn new video categories with only a few labeled examples, alleviating the burden of costly annotation in real-world applications.
no code implementations • 3 Mar 2020 • Haozhe Wang, Jiale Zhou, Xuming He
Despite recent success of deep network-based Reinforcement Learning (RL), it remains elusive to achieve human-level efficiency in learning novel tasks.