Search Results for author: Jiale Zhou

Found 3 papers, 2 papers with code

An EM Framework for Online Incremental Learning of Semantic Segmentation

1 code implementation8 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.

Incremental Learning Missing Labels +2

Learning Implicit Temporal Alignment for Few-shot Video Classification

1 code implementation11 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.

Action Recognition In Videos Classification +2

Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning

no code implementations3 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.

Meta-Learning Meta Reinforcement Learning +2

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