Search Results for author: DeSheng Wang

Found 4 papers, 0 papers with code

Transfer Learning-Enhanced Instantaneous Multi-Person Indoor Localization by CSI

no code implementations2 Mar 2024 Zhiyuan He, Ke Deng, Jiangchao Gong, Yi Zhou, DeSheng Wang

Passive indoor localization, integral to smart buildings, emergency response, and indoor navigation, has traditionally been limited by a focus on single-target localization and reliance on multi-packet CSI.

Indoor Localization Transfer Learning

TSNet-SAC: Leveraging Transformers for Efficient Task Scheduling

no code implementations16 Jun 2023 Ke Deng, Zhiyuan He, Hao Zhang, Haohan Lin, DeSheng Wang

In future 6G Mobile Edge Computing (MEC), autopilot systems require the capability of processing multimodal data with strong interdependencies.

Edge-computing Scheduling

CLLD: Contrastive Learning with Label Distance for Text Classification

no code implementations25 Oct 2021 Jinhe Lan, Qingyuan Zhan, Chenhao Jiang, Kunping Yuan, DeSheng Wang

Extensive experiments on public benchmarks and internal datasets demonstrate that our method improves the performance of pre-trained models on classification tasks.

Contrastive Learning text-classification +1

Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN

no code implementations8 Mar 2021 DeSheng Wang, Weidong Jin, Yunpu Wu, Aamir Khan

In order to defend against the adversarial perturbations, adversarially trained GAN (ATGAN) is proposed to improve the adversarial robustness generalization of the state-of-the-art CNNs trained by adversarial training.

Adversarial Defense Adversarial Robustness +2

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