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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 20 of 55  /  [Next]  
Committee Date Time Place Paper Title / Authors Abstract Paper #
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
IT, SIP, RCS 2020-01-23
14:20
Hiroshima Hiroshima City Youth Center Analysis of damping in AMP by unrolling
Takeshi Mori (Kyushu Univ), Kazushi Mimura (Hiroshima City Univ), Jun'Ichi Takeuchi (Kyushu Univ) IT2019-51 SIP2019-64 RCS2019-281
Damping for iterative algorithms such as approximate message passing (AMP) is a technique to stabilize behavior of the a... [more] IT2019-51 SIP2019-64 RCS2019-281
pp.93-98
ICSS 2019-11-13
13:55
Miyazaki MRT Terrace(Miyazaki) A Fast Algorithm for Constructing Phylogenetic Trees and Its Evaluation
Tianxiang He (Kyushu Univ.), Chansu Han, Ryoichi Isawa, Takeshi Takahashi (NICT), Shuji Kijima, Jun'ichi Takeuchi (Kyushu Univ.), Koji Nakao (NICT) ICSS2019-61
 [more] ICSS2019-61
pp.7-12
IBISML 2019-03-06
13:00
Tokyo RIKEN AIP Magnetic Resonance Angiography Image Restoration by Super Resolution based on Deep Learning
Shizen Kitazaki, Masanori Kawakita, Yutaka Jitumatu (Kyushu Univ.), Shigehide Kuhara (Kyorin Univ.), Akio Hiwatashi, Jun'ichi Takeuchi (Kyushu Univ.) IBISML2018-114
Magnetic Resonance Imaging (MRI) is one of the powerful techniques to acquire in vivo information. However, to obtain a ... [more] IBISML2018-114
pp.65-72
PRMU, IBISML, IPSJ-CVIM [detail] 2018-09-20
10:00
Fukuoka   MRI Acceleration by Super Resolution
Shizen Kitazaki, Masanori Kawakita, Yutaka Jitsumatsu (Kyushu Univ.), Shigehide Kuhara (Kyorin Univ.), Jun'ichi Takeuchi (Kyushu Univ.) PRMU2018-39 IBISML2018-16
 [more] PRMU2018-39 IBISML2018-16
pp.21-29
PRMU, IBISML, IPSJ-CVIM [detail] 2018-09-21
10:00
Fukuoka   A Study on MDL Learning of Mixture Families
Kohei Miyamoto, Jun'ichi Takeuchi (Kyushu Univ.) PRMU2018-51 IBISML2018-28
MDL estimators based on two stage codes are studied.
The Barron and Cover's theory shows that redundancy of
a two stag... [more]
PRMU2018-51 IBISML2018-28
pp.105-112
NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] 2018-06-13
14:15
Okinawa Okinawa Institute of Science and Technology Data Analysis for Market Places by Non-negative Matrix Factorization and MDL Criterion
Yosuke Arano (Kyushu Univ.), Yusuke Miyake (GMO Pepabo), Masanori Kawakita, Jun'ichi Takeuchi (Kyushu Univ.) IBISML2018-8
The rank selection method for non-negative matrix factorization (NMF) based on MDL criterion which was proposed by [Yama... [more] IBISML2018-8
pp.53-60
 Results 1 - 20 of 55  /  [Next]  
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