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Sohei Itahara
Sohei Itahara
Kyoto univ, Department of Communication and Computation Engineering, Graduated School Student
Verified email at imc.cce.i.kyoto-u.ac.jp
Title
Cited by
Cited by
Year
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
472020
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
32020
Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks
S Itahara, T Nishio, K Yamamoto
IEEE GLOBECOM 2021, 2021
22021
Beamforming feedback-based model-driven angle of departure estimation toward firmware-agnostic WiFi sensing
S Itahara, T Nishio, K Yamamoto
arXiv preprint arXiv:2110.14211, 2021
12021
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
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
2022
Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance
R Sugano, R Shinkuma, T Nishio, S Itahara, NB Mandayam
arXiv preprint arXiv:2203.02892, 2022
2022
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
2022
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
2022
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
2021
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
2021
Computer Vision-assisted Decimeter-level Single-antenna RSSI Localization Harnessing Dynamic Blockage Events
T Sunami, S Itahara, Y Koda, T Nishio, K Yamamoto
arXiv e-prints, arXiv: 2107.04770, 2021
2021
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
2020
A Study of Beamforming Feedback-based Model-driven Angle of Departure Estimation
S Itahara, T Nishio, K Yamamoto
IEICE Technical Report; IEICE Tech. Rep., 0
A Study of Joint Control of Machine Learning Model and Wireless LAN Parameters in Split inference by Reinforcement Learning
K Yorita, S Itahara, T Nishio, D Yoda, T Nabetani
IEICE Technical Report; IEICE Tech. Rep., 0
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., 0
Evaluation of Few Round Training with Distillation-Based Semi-Supervised Federated Learning
Y Yoshida, S Itahara, T Nishio
IEICE Technical Report; IEICE Tech. Rep., 0
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