Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
CCS |
2024-03-27 13:00 |
Hokkaido |
RUSUTSU RESORT |
Training of Encoder-Decoder models and its application towards edge computing Koki Nobori, Hiiro Yamazaki, Kota Ando, Tetsuya Asai (Hokkaido Univ.) CCS2023-42 |
This study investigates the use of the Encoder-Decoder architecture and its application to generative AI for learning on... [more] |
CCS2023-42 pp.18-23 |
ICSS, IPSJ-SPT |
2024-03-21 16:10 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Considerations on Differential Privacy Mechanisms in MNIST Naoki Kawahara, Pengxuan Wei, Ryunosuke Higashi, Kenta Okada, Tatsuhiro Yamatsuki, Atsuko Miyaji (Osaka Univ.) ICSS2023-81 |
In recent years, data utilization technologies, including machine learning, have been steadily advancing. One means of p... [more] |
ICSS2023-81 pp.85-92 |
ICSS, IPSJ-SPT |
2024-03-22 10:55 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Improved signature-embedding techniques against backdoor attacks on DNN models Akira Fujimoto, Yuntao Wang, Atsuko Miyaji (OU) ICSS2023-87 |
In recent years, machine learning, particularly deep learning, has made remarkable strides, and has great impact on our ... [more] |
ICSS2023-87 pp.129-136 |
ICSS, IPSJ-SPT |
2024-03-22 12:10 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Study of the Label-Flipping Poisoning Attack on Machine-Learning Based Malicious URL Query Detection. Akira Matsunami (Nagoya Univ.), Hirokazu Hasegawa (NII), Yukiko Yamaguchi, Hajime Shimada (Nagoya Univ.) ICSS2023-90 |
In recent years, there have been a large increase of cyber attacks with increasing use of web applications. A method to... [more] |
ICSS2023-90 pp.153-159 |
WIT, IPSJ-AAC |
2024-03-19 12:10 |
Ibaraki |
Tsukuba University of Technology (Primary: On-site, Secondary: Online) |
A Study on the Relationship Between the Linguistic Features of Sign Language and the Accuracy of Imitation
-- Sign Language Imitation Experiment using Illustrations, Video, and HMD Learning Materials -- Tomoya Sato, Takeaki Shionome (Teikyo Univ.) WIT2023-54 |
In sign language learning using a head-mounted display (HMD), the hand-tracking function enables users to learn from a f... [more] |
WIT2023-54 pp.63-68 |
EMCJ, MICT (Joint) |
2024-03-15 10:55 |
Shimane |
|
Analysis of BPSD onset time to improve BPSD prediction performance with environmental and vital sensor data Tatsunoshin Shinmi (The Univ. of Electro-Communications), Naoya Tokiwa (RAKUS Partners), Junichi Shibata, Toshikazu Suzuki (iD), Takehiko Kashiwagi (The Univ. of Electro-Communications), Tatsuya Moe (RAKUS Partners), Kaito Kamura, Hyuta Onuma, Shunichi Tano, Yasuhiro Minami (The Univ. of Electro-Communications) MICT2023-79 |
Behavioral and psychological symptoms of dementia (BPSD) that develop in patients with dementia not only impose a heavy ... [more] |
MICT2023-79 pp.12-16 |
CAS, CS |
2024-03-14 13:30 |
Okinawa |
|
Characterization of Semantic Communications in Speech Signal Transmission Futo Iwanaga, Daisuke Umehara (Kyoto Inst. of Tech.) CAS2023-118 CS2023-111 |
In recent years, the volume of data in data communication has surged, Characterization of Semantic Communications in Spe... [more] |
CAS2023-118 CS2023-111 pp.41-46 |
AP |
2024-03-15 10:25 |
Fukui |
UNIVERSITY OF FUKUI (Primary: On-site, Secondary: Online) |
A Study on Path loss characteristics estimation methods considering geographical conditions for designing narrowband DR-IoT communication system Takato Ikegame, Naoki Ikeda, Motonari Imai, Tetsushi Ikegami (Meiji Univ.), Mineo Takai (Osaka Univ.), Susumu Ishihara (Shizuoka Univ.), Arata Kato, Shugo Kajita (STE) AP2023-212 |
A versatile variable-range IoT communication system using the VHF-High band, Diversified-Range IoT (DR-IoT) is being con... [more] |
AP2023-212 pp.63-67 |
CAS, CS |
2024-03-14 16:20 |
Okinawa |
|
An Approximate Solution Using K-Shortest Path and Reinforcement Learning for a Load Balancing Problem in Communication Networks Himeno Takahashi, Norihiko Shinomiya (Soka Univ.) CAS2023-123 CS2023-116 |
In recent years, the amount of data traffic in information and communication networks has been increasing and the risk o... [more] |
CAS2023-123 CS2023-116 pp.70-73 |
CAS, CS |
2024-03-15 14:45 |
Okinawa |
|
Exploring Uniform Convergence in Neural Networks and its Implication on Generalization Error Zong Xianzhe, Hiroshi Tamura (CHUO Univ.) CAS2023-135 CS2023-128 |
Uniform Convergence, a well-established framework for evaluating generalization in traditional Machine Learning, frequen... [more] |
CAS2023-135 CS2023-128 pp.134-139 |
KBSE |
2024-03-14 15:40 |
Okinawa |
Okinawa Prefectual General Welfare Center (Primary: On-site, Secondary: Online) |
An approach for improving perceived safety in autonomous driving using personalized shielding Ryotaro Abe, Jialong Li, Jinyu Cai (Waseda Univ.), Shinichi Honiden (NII), Kenji Tei (Tokyo Tech) KBSE2023-76 |
This research introduces an innovative Reinforcement Learning (RL) approach tailored for autonomous driving systems, ter... [more] |
KBSE2023-76 pp.67-72 |
KBSE |
2024-03-15 14:50 |
Okinawa |
Okinawa Prefectual General Welfare Center (Primary: On-site, Secondary: Online) |
Learning data creation support tool for learning program defects using images Kazuhiko Ogawa, Takako Nakatani (OUJ) KBSE2023-89 |
We have developed CNN-BI system that learns and infers defects from the images of programs. This paper introduces a tool... [more] |
KBSE2023-89 pp.132-137 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
Improving classification accuracy of imaged malware through data expansion Kaoru Yokobori, Hiroki Tanioka, Masahiko Sano, Kenji Matsuura, Tetsushi Ueta (Tokushima Univ.) IT2023-115 ISEC2023-114 WBS2023-103 RCC2023-97 |
Although malware-based attacks have existed for years,
malware infections increased in 2019 and 2020.
One of the reaso... [more] |
IT2023-115 ISEC2023-114 WBS2023-103 RCC2023-97 pp.259-264 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
Efficient Replay Data Selection in Continual Federated Learning Model Yuto Kitano (Kobe Univ), Lihua Wang (NICT), Seiichi Ozawa (Kobe Univ) IT2023-96 ISEC2023-95 WBS2023-84 RCC2023-78 |
In this study, we propose a continual federated learning that can continuously learn distributed data generated daily by... [more] |
IT2023-96 ISEC2023-95 WBS2023-84 RCC2023-78 pp.135-141 |
NLP, MSS |
2024-03-13 13:55 |
Misc. |
Kikai-Shinko-Kaikan Bldg. |
Improvement of TimesNet's Inception Module in Time Series Prediction Sayaka Tanaka, Masato Shirai (Shimane Univ.) MSS2023-77 NLP2023-129 |
In recent years, time series forecasting has been actively researched. Time series prediction uses the continuity and pe... [more] |
MSS2023-77 NLP2023-129 pp.35-37 |
RCS, SR, SRW (Joint) |
2024-03-13 16:40 |
Tokyo |
The University of Tokyo (Hongo Campus), and online (Primary: On-site, Secondary: Online) |
A Plug-and-Play Module for Enhancing Fault-Tolerant Distributed Inference Based on Gaussian Dropout Hou Zhangcheng, Ohtsuki Tomoaki (KU) RCS2023-267 |
Distributed inference (DI) in the Internet of Things (IoT) is becoming increasingly important as the demand for AI appli... [more] |
RCS2023-267 pp.77-82 |
IE, MVE, CQ, IMQ (Joint) [detail] |
2024-03-14 15:40 |
Okinawa |
Okinawa Sangyo Shien Center (Primary: On-site, Secondary: Online) |
A study on figure skater's motion analysis for AI based jump classification Tomoya Tsubai, Nobutaka Kuroki, Masahiro Numa (Kobe Univ.) IMQ2023-53 IE2023-108 MVE2023-82 |
This paper proposes a method for recording time-series data from MediaPipe Pose and a method for configuring a neural ne... [more] |
IMQ2023-53 IE2023-108 MVE2023-82 pp.220-223 |
IE, MVE, CQ, IMQ (Joint) [detail] |
2024-03-14 15:20 |
Okinawa |
Okinawa Sangyo Shien Center (Primary: On-site, Secondary: Online) |
Efficient regularizer for 4D light field image denoising based on graph-learning Rino Yoshida (TUS), Kazuya Kodama (NII), Gene Cheung (York Univ.), Takayuki Hamamoto (TUS) IMQ2023-56 IE2023-111 MVE2023-85 |
Advanced 3D visual media as promising technology often require 4D light fields composed of dense multi-view images for a... [more] |
IMQ2023-56 IE2023-111 MVE2023-85 pp.235-240 |
IE, MVE, CQ, IMQ (Joint) [detail] |
2024-03-14 16:00 |
Okinawa |
Okinawa Sangyo Shien Center (Primary: On-site, Secondary: Online) |
Study of Feature Visualization of Running Motion from RGB Videos Using Spatial Temporal Graph Convolutional Networks and Deep Metric Learning Haruya Tanaka, Chanjin Seo (Waseda Univ.), Hiroyuki Ogata (Seikei Univ.), Jun Ohya (Waseda Univ.) IMQ2023-58 IE2023-113 MVE2023-87 |
In recent years, the running population has been increasing, and demand for coaching systems for amateur runners is expe... [more] |
IMQ2023-58 IE2023-113 MVE2023-87 pp.246-251 |
IE, MVE, CQ, IMQ (Joint) [detail] |
2024-03-15 10:10 |
Okinawa |
Okinawa Sangyo Shien Center (Primary: On-site, Secondary: Online) |
Construction and accuracy verification of bus passenger counting system using image processing Yuta Tashiro, Soichirou Yanagihara, Yuukou Horita (Univ. of Toyama) IMQ2023-62 IE2023-117 MVE2023-91 |
In recent years, the decline of transportation infrastructure in rural areas in Japan and the disparity in transportatio... [more] |
IMQ2023-62 IE2023-117 MVE2023-91 pp.270-275 |