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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| RCC, ISEC, IT, WBS | 2024-03-14 16:35 |
Osaka | Osaka Univ. (Suita Campus) | Construction of an MDL Estimator with Tight Risk Bound in Simple ReLU Networks Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.)  IT2023-134 ISEC2023-133 WBS2023-122 RCC2023-116 |
We consider the problem of estimating the parameters of the final layer in two-layer neural networks with ReLU activatio... [more] | IT2023-134 ISEC2023-133 WBS2023-122 RCC2023-116 pp.368-373 |
| PRMU, IBISML, IPSJ-CVIM | 2024-03-03 16:30 |
Hiroshima | Hiroshima Univ. Higashi-Hiroshima campus (Primary: On-site, Secondary: Online) |
Assessment of the Utility of Tumor Location Information in MR Image Classification Tsukasa Nishinakagawa, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) IBISML2023-43 |
MRI, or magnetic resonance imaging, is a medical imaging technique widely used in various healthcare settings. It utiliz... [more] | IBISML2023-43 pp.21-28 |
| IBISML | 2023-12-20 15:20 |
Tokyo | National Institute of Informatics (Primary: On-site, Secondary: Online) |
Stabilization and Acceleration of Stochastic Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix Masazumi Iida, Yoshinari Takeishi (Kyushu Univ.), Siyang Wang (Umea Univ.), Jun'ichi Takeuchi (Kyushu Univ.) IBISML2023-32 |
By using approximated eigen-decomposition of the Fisher information matrix, the Stabilizer method was recently developed... [more] | IBISML2023-32 pp.13-17 |
| MI | 2023-09-08 10:30 |
Osaka | (Primary: On-site, Secondary: Online) |
Adaptive Selection of Acquisition Parameter for Multi-Parameter Mapping in MRI Huijie Zhang (Tokyo Tech), Shigehide Kuhara (KU), Jun'ichi Takeuchi (QU), Yutaka Jitsumatsu (Tokyo Tech) MI2023-15 |
We have proposed an adaptive and iterative method to determine the acquisition parameters for a multi-parameter mapping... [more] |
MI2023-15 pp.3-6 |
| ICSS, IPSJ-SPT | 2023-03-13 14:40 |
Okinawa | Okinawaken Seinenkaikan (Primary: On-site, Secondary: Online) |
Consideration of a Packet Level Anomaly Communication Classification Model Using Word Embedding and LSTM Yoshikatsu Kashiwabara, Kohei Miyamoto, Iida Masazumi, Shota Kawanaka (Kyushu Univ), Han Chansu, Ban Tao, Kenshi Takahashi (NICT), Jun'ichi Takeuchi (Kyushu Univ) ICSS2022-53 |
In recent years, network-based intrusion detection systems (NIDS), which are systems for detecting unauthorized access o... [more] | ICSS2022-53 pp.31-36 |
| ICSS, IPSJ-SPT | 2023-03-13 15:20 |
Okinawa | Okinawaken Seinenkaikan (Primary: On-site, Secondary: Online) |
Multimodal Feature Integration Toward High-Accuracy Network Intrusion Detection Masazumi Iida, Kohei Miyamoto, Yoshinari Takeishi, Shota Kawanaka (Kyushu Univ.), Chansu Han, Tao Ban, Takeshi Takahashi (NICT), Jun'ichi Takeuchi (Kyushu Univ.) ICSS2022-55 |
(To be available after the conference date) [more] | ICSS2022-55 pp.43-48 |
| MBE, NC | 2022-12-03 15:25 |
Osaka | Osaka Electro-Communication University | Stabilization and Acceleration of Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix Jun'ichi Takeuchi, Yoshinari Takeishi, Masazumi Iida (Kyushu Univ.), Noboru Murata (Waseda Univ.), Kazushi Mimura (Hiroshima City Univ.), Hiroshi Nagaoka (Univ. of Electro Communication) MBE2022-39 NC2022-61 |
We propose a method to stabilize the gradient decent method without decreasing learning rate for two-layer neural networ... [more] | MBE2022-39 NC2022-61 pp.80-85 |
| ICSS | 2022-11-08 09:50 |
Hokkaido | Hokkaido Jichiro Kaikan (Primary: On-site, Secondary: Online) |
Tracing Methodology for Scanning Campaigns Based on Darknet Analysis Chansu Han, Akira Tanaka, Takeshi Takahashi (NICT), Jun'ichi Takeuchi (QU) ICSS2022-43 |
(To be available after the conference date) [more] | ICSS2022-43 pp.31-36 |
| IBISML | 2022-09-15 14:40 |
Kanagawa | Keio Univ. (Yagami Campus) (Primary: On-site, Secondary: Online) |
On Analysis of Generalization Error of Neural Networks Jun'ichi Takeuchi (Kyushu Univ.), Noboru Murata (Waseda Univ.), Kazushi Mimura (Hiroshima City Univ.), Yoshinari Takeishi, Masazumi Iida (Kyushu Univ.), Hiroshi Nagaoka (Univ. of Electro Communication) IBISML2022-37 |
[more] | IBISML2022-37 pp.31-38 |
| NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] | 2022-06-27 16:20 |
Okinawa | (Primary: On-site, Secondary: Online) |
Relaxing the Requirement for Decomposition of the Fisher Information Matrix for Simple Softplus Neural Networks Masazumi Iida, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) NC2022-6 IBISML2022-6 |
(To be available after the conference date) [more] | NC2022-6 IBISML2022-6 pp.53-60 |
| IT, EMM | 2022-05-17 13:00 |
Gifu | Gifu University (Primary: On-site, Secondary: Online) |
On Structure of Fisher Information Matrix for Simple Softplus Neural Networks Masazumi Iida, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) IT2022-1 EMM2022-1 |
[more] | IT2022-1 EMM2022-1 pp.1-6 |
| ICSS, IPSJ-SPT | 2022-03-08 14:20 |
Online | Online | Behavior Analysis of IoT Malware Using Function Call Sequence Graphs and Clustering Satoshi Takada, Tianxiang He (Kyushu Univ), Chansu Han, Akira Tanaka (NICT), Jun'ichi Takeuchi (Kyushu Univ) ICSS2021-77 |
Most IoT Malware is variants generated by editing and reusing a part of the functions based on publicly available source... [more] | ICSS2021-77 pp.111-116 |
| RCS, SIP, IT | 2022-01-21 09:25 |
Online | Online | Approximate Eigenvalue Decomposition of Fisher Information Matrix for Simple ReLU Networks Yoshinari Takeishi, Masazumi Iida, Jun'ichi Takeuchi (Kyushu Univ.) IT2021-68 SIP2021-76 RCS2021-236 |
We argue the Fisher information matrix (FIM) of one hidden layer networks with the ReLU activation function. Let $W$ den... [more] | IT2021-68 SIP2021-76 RCS2021-236 pp.225-230 |
| IBISML | 2022-01-17 10:40 |
Online | Online | Automatic Makeup Transfer with GANs and Its Quantitative Evaluation Cuilin Wang, Jun'ichi Takeuchi (Kyushu Univ.) IBISML2021-20 |
Transferring makeup from a reference image with makeup to a source image without makeup has a wide range of application ... [more] | IBISML2021-20 pp.17-22 |
| ICSS, IPSJ-SPT | 2021-03-01 09:10 |
Online | Online | Developing and Characterizing a New Approach to Extracting Communication Sessions Associated with NIDS Alerts Ryosuke Ishibashi, Hiroki Goto (Kyushu Univ.), Chansu Han, Tao Ban, Takeshi Takahashi (NICT), Jun'ichi Takeuchi (Kyushu Univ.) ICSS2020-26 |
(To be available after the conference date) [more] | ICSS2020-26 pp.1-6 |
| ICSS, IPSJ-SPT | 2021-03-01 13:40 |
Online | Online | An Evaluation of Scalable Clustering in Fast Construction Algorithm of Phylogenetic Tree Tianxiang He (Kyushu Univ.), Chansu Han, Ryoichi Isawa, Takeshi Takahashi (NICT), Shuji Kijima, Jun'ichi Takeuchi (Kyushu Univ.) ICSS2020-38 |
[more] | ICSS2020-38 pp.72-77 |
| ICSS, IPSJ-SPT | 2021-03-01 14:05 |
Online | Online | Improvement of Functional Difference Investigation Method and Analyzing for Clusters of IoT Malware Reo Kawasoe (Kyushu Univ.), Chansu Han, Ryoichi Isawa, Takeshi Takahashi (NICT), Jun'ichi Takeuchi (Kyushu Univ.) ICSS2020-39 |
[more] | ICSS2020-39 pp.78-83 |
| SIP, IT, RCS | 2021-01-21 16:50 |
Online | Online | [Invited Talk]
Recent topics on approximate message passing for sparse signal recovery Kazushi Mimura (Hiroshima City Univ.), Jun'ichi Takeuchi (Kyushu Univ.) IT2020-81 SIP2020-59 RCS2020-172 |
The approximate massage passing (AMP) that was proposed for sparse signal recovery algorithm has been widely applied to ... [more] | IT2020-81 SIP2020-59 RCS2020-172 p.100 |
| IT, EMM | 2020-05-28 16:00 |
Online | Online | [Invited Talk]
Analysis of damping AMP for sparse recovery and its deep unfolding Kazushi Mimura (Hiroshima City Univ.), Takeshi Mori, Jun'ichi Takeuchi (Kyushu Univ.) IT2020-5 EMM2020-5 |
We explain recent progress on damping for iterative algorithms. We analyze the damped AMP and investigate property of AM... [more] | IT2020-5 EMM2020-5 pp.25-30 |
| IT, EMM | 2020-05-29 11:45 |
Online | Online | On MDL Estimation for Location Parameters of Contaminated Gaussian Distributions Kohei Miyamoto, Jun'ichi Takeuchi (Kyushu Univ.) IT2020-10 EMM2020-10 |
The MDL estimator is defined by the minimizer of total code length of a two part code. The smaller the redundancy of t... [more] |
IT2020-10 EMM2020-10 pp.55-60 |
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