Search Results for author: Jinming Zhang

Found 6 papers, 1 papers with code

Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation

no code implementations2 Aug 2022 Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li

To alleviate these issues, we propose to simultaneously conduct feature alignment in two individual spaces focusing on different domains, and create for each space a domain-oriented classifier tailored specifically for that domain.

pseudo label Unsupervised Domain Adaptation

Hybrid Beamforming for Millimeter Wave MIMO Integrated Sensing and Communications

no code implementations12 Mar 2022 Chenhao Qi, Wei Ci, Jinming Zhang, Xiaohu You

In this letter, we consider hybrid beamforming for millimeter wave (mmWave) MIMO integrated sensing and communications (ISAC).

Dynamic Domain Adaptation for Efficient Inference

1 code implementation CVPR 2021 Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li

Domain adaptation (DA) enables knowledge transfer from a labeled source domain to an unlabeled target domain by reducing the cross-domain distribution discrepancy.

Domain Generalization

Deep Reinforcement Learning for Adaptive Learning Systems

no code implementations17 Apr 2020 Xiao Li, Hanchen Xu, Jinming Zhang, Hua-hua Chang

In this paper, we formulate the adaptive learning problem---the problem of how to find an individualized learning plan (called policy) that chooses the most appropriate learning materials based on learner's latent traits---faced in adaptive learning systems as a Markov decision process (MDP).

Q-Learning reinforcement-learning

Optimal Hierarchical Learning Path Design with Reinforcement Learning

no code implementations12 Oct 2018 Xiao Li, Hanchen Xu, Jinming Zhang, Hua-hua Chang

To this end, we first develop a model for students' hierarchical skills in the E-learning system.

reinforcement-learning

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