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Sohei Itahara
Sohei Itahara
KDDI Research, Inc.
在 imc.cce.i.kyoto-u.ac.jp 的电子邮件经过验证
标题
引用次数
引用次数
年份
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data
S Itahara, T Nishio, Y Koda, M Morikura, K Yamamoto
IEEE transactions on mobile computing, 2020
2332020
Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks
S Itahara, T Nishio, K Yamamoto
IEEE GLOBECOM 2021, 2021
192021
Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning
S Itahara, T Nishio, M Morikura, K Yamamoto
IEEE VTC Fall 2020, 1-6, 2020
122020
Communication-oriented Model Fine-tuning for Packet-loss Resilient Distributed Inference under Highly Lossy IoT Networks
S Itahara, T Nishio, Y Koda, K Yamamoto
IEEE Access 10, 14969 - 14979, 2022
112022
Beamforming feedback-based model-driven angle of departure estimation toward legacy support in WiFi sensing: An experimental study
S Itahara, S Kondo, K Yamashita, T Nishio, K Yamamoto, Y Koda
IEEE Access 10, 59737-59747, 2022
102022
Bi-directional beamforming feedback-based firmware-agnostic WiFi sensing: An empirical study
S Kondo, S Itahara, K Yamashita, K Yamamoto, Y Koda, T Nishio, A Taya
IEEE Access 10, 36924-36934, 2022
62022
Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance
R Sugano, R Shinkuma, T Nishio, NB Mandayam
2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 656-657, 2023
32023
Frame-Capture-Based CSI Recomposition Pertaining to Firmware-Agnostic WiFi Sensing
R Hanahara, S Itahara, K Yamashita, Y Koda, A Taya, T Nishio, ...
IEEE CCNC, 1-6, 2022
22022
Bi-directional Beamforming Feedback-based Firmware-agnostic WiFi Sensing.
S Kondo, S Itahara, K Yamashita, K Yamamoto, Y Koda, T Nishio, A Taya
arXiv preprint arXiv:2112.06695, 2021
12021
Computer vision-assisted single-antenna and single-anchor RSSI localization harnessing dynamic blockage events
T Sunami, S Itahara, Y Koda, T Nishio, K Yamamoto
arXiv preprint arXiv:2107.04770, 2021
12021
Online Trainable Wireless Link Quality Prediction System using Camera Imagery
S Itahara, T Nishio, M Morikura, K Yamamoto
IEEE GLOBECOM Wksp on OpenMLC, 1-6, 2020
12020
A Study for Knowlage Distillation Based Semi-Supervised Federated Learning with Low Communication Cost
S Itahara, T Nishio, M Morikura, K Yamamoto
IEICE Technical Report; IEICE Tech. Rep., 2019
12019
Signaling Storm Mitigation by Geographically Distributed C-plane NF Placement and Routing
M Kurata, A Ikami, S Itahara, M Suzuki
2024 IEEE 10th International Conference on Network Softwarization (NetSoft …, 2024
2024
Always-Connected Enablement Base Station to eliminate the effects of RRC transitions delay
T Ogawara, K Okonogi, A Suzuki, M Kurata, S Itahara, T Nagano, ...
2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall), 1-5, 2023
2023
MAB-based Joint Optimization of Wireless LAN and Machine Learning for Communication-efficient Distributed Inference in Lossy Networks
K Yorita, S Itahara, T Nishio, D Yoda, T Nabetani
2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-5, 2022
2022
A Study of Beamforming Feedback-based Model-driven Angle of Departure Estimation
S Itahara, T Nishio, K Yamamoto
IEICE Technical Report; IEICE Tech. Rep. 121 (333), 59-61, 2022
2022
A Study of Computer Vision-aided Single-antenna and Single-anchor RSSI Localization Considering Movable Obstructions
T Sunami, S Itahara, Y Koda, T Nishio, K Yamamoto
IEICE Technical Report; IEICE Tech. Rep. 121 (333), 89-91, 2022
2022
Evaluation of Few Round Training with Distillation-Based Semi-Supervised Federated Learning
Y Yoshida, S Itahara, T Nishio
IEICE Technical Report; IEICE Tech. Rep. 121 (333), 48-50, 2022
2022
A Study of Online Training Method for Image-based Wireless Link Quality Prediction
S Itahara, T Nishio, M Morikura, K Yamamoto
IEICE Technical Report; IEICE Tech. Rep. 120 (315), 7-9, 2021
2021
Computer Vision-assisted Decimeter-level Single-antenna RSSI Localization Harnessing Dynamic Blockage Events.
T Sunami, S Itahara, Y Koda, T Nishio, K Yamamoto
CoRR, 2021
2021
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