Search Results for author: Jinming Zhang

Found 11 papers, 4 papers with code

Key Issues in Wireless Transmission for NTN-Assisted Internet of Things

no code implementations25 Nov 2023 Chenhao Qi, Jing Wang, Leyi Lyu, Lei Tan, Jinming Zhang, Geoffrey Ye Li

The long-distance wireless signal propagation in NTNs leads to severe path loss and large latency, where the accurate acquisition of channel state information (CSI) is another challenge, especially for fast-moving non-terrestrial base stations (NTBSs).

Improving Generalization with Domain Convex Game

1 code implementation CVPR 2023 Fangrui Lv, Jian Liang, Shuang Li, Jinming Zhang, Di Liu

A classical solution to DG is domain augmentation, the common belief of which is that diversifying source domains will be conducive to the out-of-distribution generalization.

Domain Generalization Out-of-Distribution Generalization

Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models

no code implementations9 Feb 2023 Maciej P. Polak, Shrey Modi, Anna Latosinska, Jinming Zhang, Ching-Wen Wang, Shanonan Wang, Ayan Deep Hazra, Dane Morgan

In this paper we present a simple method of extracting materials data from full texts of research papers suitable for quickly developing modest-sized databases.

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

1 code implementation2 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 Transfer Learning

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 +1

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