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Takayuki Nishio
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Takayuki Nishio17 visible / 17 total nodes / 32 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTakayuki NishioATakayuki NishioResearcherEnabling Federated Inference via Unsupervised Consensus EmbeddingWEnabling Federated Infe...preprint / 2026Yui HashimotoAYui HashimotoResearcherTakahito TanimuraATakahito TanimuraResearcherYuichi KitagawaAYuichi KitagawaResearcherWhen Wireless Communications Meet Computer Vision in Beyond 5GWWhen Wireless Communica...preprint / 2020Estimation of Individual Device Contributions for Incentivizing Federated LearningWEstimation of Individua...preprint / 2020Client Selection for Federated Learning with Heterogeneous Resources in Mobile EdgeWClient Selection for Fe...preprint / 2018Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave NetworksWProactive Received Powe...preprint / 2018Machine LearningTMachine Learning49008 worksDistillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private DataWDistillation-Based Semi...preprint / 2021Online Trainable Wireless Link Quality Prediction System using Camera ImageryWOnline Trainable Wirele...preprint / 2020Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated LearningWLottery Hypothesis base...preprint / 2020Neural Architecture Search for Improving Latency-Accuracy Trade-off in Split ComputingWNeural Architecture Sea...preprint / 2022Transfer Learning-Based Received Power Prediction with Ray-tracing Simulation and Small Amount of Measurement DataWTransfer Learning-Based...preprint / 2020Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID DataWHybrid-FL for Wireless ...preprint / 2020SC-MII: Infrastructure LiDAR-based 3D Object Detection on Edge Devices for Split Computing with Multiple Intermediate Outputs IntegrationWSC-MII: Infrastructure ...preprint / 2026
Person16 links

Takayuki Nishio

Researcher

PaperEnabling Federated Inference via Unsupervised Consensus EmbeddingAuthorship / preprint / 2026PersonYui HashimotoCo-authorship / ResearcherPersonTakahito TanimuraCo-authorship / ResearcherPersonYuichi KitagawaCo-authorship / ResearcherPaperWhen Wireless Communications Meet Computer Vision in Beyond 5GAuthorship / preprint / 2020PaperEstimation of Individual Device Contributions for Incentivizing Federated LearningAuthorship / preprint / 2020PaperClient Selection for Federated Learning with Heterogeneous Resources in Mobile EdgeAuthorship / preprint / 2018PaperProactive Received Power Prediction Using Machine Learning and Depth Images for mmWave NetworksAuthorship / preprint / 2018

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