| Conference Date |
Mon, Jun 27, 2022 10:00 - 18:15
Tue, Jun 28, 2022 09:15 - 17:45
Wed, Jun 29, 2022 09:30 - 16:40 |
| Topics |
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| Conference Place |
Researcher Exchange Facility, University of the Ryukyus |
| Sponsors |
This conference is co-sponsored by Japanese Neural Network Society and IEEE Computational Intelligence Society Japan Chapter.
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Copyright
and
reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Registration Fee |
This workshop will be held as the IEICE workshop in fully electronic publishing. Registration fee will be necessary except the speakers and participants other than the participants to workshop(s) in non-electronic publishing. See the registration fee page. We request the registration fee or presentation fee to participants who will attend the workshop(s) on NC, IBISML. |
Mon, Jun 27 IBISML (Room A)
10:00 - 18:15 |
| (1) |
10:00-12:00 |
New Trends in Machine Learning
Coordinator: Masashi Sugiyama (RIKEN/Univ. of Tokyo)
Introduction to recent machine learning techniques by multiple young researchers |
| |
12:00-14:00 |
Lunch Break ( 120 min. ) |
(2)
IBISML |
14:00-14:25 |
Transformer based model for Point Process with past sequence-representative vector  NC2022-1 IBISML2022-1 |
Fumiya Nishizawa, Sujun Hong, Hirotaka Hachiya (Wakayama Univ.) |
(3)
IBISML |
14:25-14:50 |
A Bagging Method to Improve the Accuracy of Gaussian Process Regression for Neural Architecture Search NC2022-2 IBISML2022-2 |
Rion Hada, Masao Okita, Fumihiko Ino (Osaka Univ.) |
(4)
IBISML |
14:50-15:15 |
AI knowledge forgetting based on the importance of model parameters NC2022-3 IBISML2022-3 |
Tomoya Yamashita, Masanori Yamada (NTT) |
| |
15:15-15:30 |
Break ( 15 min. ) |
(5)
IBISML |
15:30-15:55 |
Adversarial Attacks and Defenses for Non-Parametric Two-Sample Tests NC2022-4 IBISML2022-4 |
Xilie Xu (NUS), Jingfeng Zhang (RIKEN-AIP), Feng Liu (UTS), Masashi Sugiyama (RIKEN-AIP), Mohan Kankanhalli (NUS) |
(6)
IBISML |
15:55-16:20 |
NC2022-5 IBISML2022-5 |
|
(7)
IBISML |
16:20-16:45 |
Relaxing the Requirement for Decomposition of the Fisher Information Matrix for Simple Softplus Neural Networks NC2022-6 IBISML2022-6 |
Masazumi Iida, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) |
| |
16:45-17:00 |
Break ( 15 min. ) |
(8)
IBISML |
17:00-17:25 |
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity NC2022-7 IBISML2022-7 |
Shogo Sagawa (SOKENDAI), Hideitsu Hino (ISM/RIKEN) |
(9)
IBISML |
17:25-17:50 |
Additive Cumulative Link Model with Total Variation Regularization for Ordinal Regression NC2022-8 IBISML2022-8 |
Hiroya Iyori, Shin Matsushima (Univ. of Tokyo) |
(10)
IBISML |
17:50-18:15 |
Comparison of Variational Bayes and Gibbs Sampling for Normal Inverse Gaussian Mixture Models NC2022-9 IBISML2022-9 |
Takashi Takekawa (Kogakuin Univ.) |
Mon, Jun 27 MPS 1 (Room B)
14:00 - 16:20 |
| (11) |
14:00-14:25 |
|
| (12) |
14:25-14:50 |
|
| |
14:50-15:05 |
Break ( 15 min. ) |
| (13) |
15:05-15:30 |
|
| (14) |
15:30-15:55 |
|
| (15) |
15:55-16:20 |
|
Tue, Jun 28 AM IBISML (Room A)
09:15 - 17:45 |
(16)
IBISML |
09:15-09:40 |
Inside the Ventricle System Immune Cell Network Hypothesis for Language Processing and Intelligence
-- B lymphocytes in the CSF Control Spinal Reflexes and Speech Processing -- NC2022-10 IBISML2022-10 |
Kumon Tokumaru (Researcher) |
(17)
IBISML |
09:40-10:05 |
A Novel Analytical Method for Continual Learning Based on the Ease of Classification in Representation Spaces NC2022-11 IBISML2022-11 |
Kengo Murata, Seiya Ito, Kouzou Ohara (Aoyama Gakuin Univ.) |
(18)
IBISML |
10:05-10:30 |
Learning Attribute Vector Fields in GAN Latent Space NC2022-12 IBISML2022-12 |
Takehiro Aoshima, Takashi Matsubara (Osaka Univ.) |
| |
10:30-10:45 |
Break ( 15 min. ) |
(19)
IBISML |
10:45-11:10 |
[Short Paper]
A Pseudo Node Based Graph Convolution Network for Emotion Perception from Gait NC2022-13 IBISML2022-13 |
Shurong Chai, Jiaqing Liu (Ritsumeikan University), Tateyama Tomoko (Fujita Health University), LanFen Lin (Zheda), Yen-Wei Chen (Ritsumeikan University) |
(20)
IBISML |
11:10-11:35 |
Automatic Path Following Control for Four-wheeled Cars Based on Just-In-Time Modeling
-- Verification of Robustness for Road Surface Conditions -- NC2022-14 IBISML2022-14 |
Tatsuya Kai (Tokyo Univ. of Science), Kazuki Fukawa (DENSO) |
(21)
IBISML |
11:35-12:00 |
NC2022-15 IBISML2022-15 |
|
| |
12:00-13:30 |
Lunch Break ( 90 min. ) |
(22)
IBISML |
13:30-13:55 |
Joint-Conditional Mutual Information Based Feature Subset Selection for Remotely Sensed Hyperspectral Image Classification NC2022-16 IBISML2022-16 |
U A Md Ehsan Ali, Keisuke Kameyama (Univ. Tsukuba) |
(23)
IBISML |
13:55-14:20 |
Feature selection in prediction model by LiNGAM NC2022-17 IBISML2022-17 |
Taiyu Sumida, Takashi Takekawa (Kogakuin Univ.) |
(24)
IBISML |
14:20-14:45 |
On DC Relaxation of Information-directed Sampling in Combinatorial Multi-armed Bandit Problem NC2022-18 IBISML2022-18 |
Junta Fujinaga (Kyoto Univ.), Junya Honda, Taira Tsuchiya (Kyoto Univ./RIKEN) |
| |
14:45-15:00 |
Break ( 15 min. ) |
(25)
IBISML |
15:00-15:25 |
Learning DAGs Graph Model from Sparse Inverse Covariance NC2022-19 IBISML2022-19 |
Ziyu Guo, Shin Matsushima (UTokyo) |
(26)
IBISML |
15:25-15:50 |
Toward the Design of a Hybrid Algorithm of Asymmetries and Score-Based Methods in Causal Search NC2022-20 IBISML2022-20 |
Kota Misaki, Shin Matsushima (UTokyo) |
(27)
IBISML |
15:50-16:15 |
Causal Discovery in Discrete Data Using NML Code Length Based on MDL Principle NC2022-21 IBISML2022-21 |
Masatoshi Kobayashi, Nishimoto Hiroki, Shin Mastushima (Todai) |
(28)
IBISML |
16:15-16:40 |
An Extension of LiNGAM to Functional Data Analysis NC2022-22 IBISML2022-22 |
Tianle Yang, Joe Suzuki (Osaka Univ.) |
| |
16:40-16:55 |
Break ( 15 min. ) |
(29)
IBISML |
16:55-17:20 |
Extending HSIC for Testing Conditional Independence NC2022-23 IBISML2022-23 |
Bingyuan Zhang, Joe Suzuki (Osaka Univ.) |
(30)
IBISML |
17:20-17:45 |
Reduction Scheme for Empirical Risk Minimization and Its Applications to Multiple-Instance Learning NC2022-24 IBISML2022-24 |
Daiki Suehiro (Kyushu Univ./RIKEN AIP), Eiji Takimoto (Kyushu Univ.) |
Tue, Jun 28 MPS 2 (Room B)
10:00 - 14:30 |
| (31) |
10:00-10:25 |
|
| (32) |
10:25-10:50 |
|
| (33) |
10:50-11:15 |
|
| (34) |
11:15-11:40 |
|
| (35) |
11:40-11:55 |
|
| |
11:55-13:30 |
Lunch Break ( 95 min. ) |
| (36) |
13:30-13:45 |
|
| (37) |
13:45-14:00 |
|
| (38) |
14:00-14:15 |
|
| (39) |
14:15-14:30 |
|
Wed, Jun 29 NC (Room A)
13:30 - 16:40 |
(40)
NC |
13:30-13:55 |
Acceleration of data assimilation for Large-scale human flow data NC2022-25 IBISML2022-25 |
Miyazaki Kazuya, Amagasaki Motoki, Kiyama Masato, Okamoto Toshiaki (Kumamoto Univ) |
(41)
NC |
13:55-14:20 |
Optimization of recurrent neural network structure by controlling symmetry of weight matrix NC2022-26 IBISML2022-26 |
Arisa Fujimoto, Hideaki Yamamoto, Satoshi Moriya (Tohoku Univ.), Keita Tokuda (Tsukuba Univ.), Yuichi Katori (Future Univ. Hakodate), Shigeo Sato (Tohoku Univ.) |
(42)
NC |
14:20-14:45 |
LSI implementation of analog CMOS majority circuit for neural network applications NC2022-27 IBISML2022-27 |
Satoshi Ono, Satoshi Moriya, Yuka Kanke, Hideaki Yamamoto (Tohoku Univ.), Yasushi Yuminaka (Gunma Univ.), Shigeo Sato (Tohoku Univ.) |
| |
14:45-15:00 |
Break ( 15 min. ) |
(43)
NC |
15:00-15:25 |
Emergence of Dynamical Orthogonal Basis Acquiring Large Memory Capacity in Modular Reservoir Computing NC2022-28 IBISML2022-28 |
Yuji Kawai (Osaka Univ.), Jihoon Park (NICT/Osaka Univ.), Ichiro Tsuda (Chubu Univ.), Minoru Asada (IPUT/Osaka Univ./Chubu Univ./NICT) |
(44)
NC |
15:25-15:50 |
Perception of MachBands affects event-related potentials in visual cortex NC2022-29 IBISML2022-29 |
Kazuma Higashizono, Yasuhiro Tsubo (Ritsumeikan Univ) |
(45)
NC |
15:50-16:15 |
Electrophysiological Indices of the McGurk Effect in Audiovisual Noise NC2022-30 IBISML2022-30 |
Fusheng Xiao, Yasuhiro Tsubo (Ritsumeikan Univ.) |
(46)
NC |
16:15-16:40 |
Effect of adding information associated with symbols on Gestaltzerfall NC2022-31 IBISML2022-31 |
Takaya Nakanishi, Yasuhiro Tsubo (Ritsumeikan Univ.) |
Wed, Jun 29 Bioinformatics（Room B）
09:30 - 16:25 |
| (47) |
09:30-09:55 |
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| (48) |
09:55-10:20 |
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| |
10:20-10:35 |
Break ( 15 min. ) |
| (49) |
10:35-11:00 |
|
| (50) |
11:00-11:25 |
|
| |
11:25-13:00 |
Lunch Break ( 95 min. ) |
| (51) |
13:00-13:25 |
|
| (52) |
13:25-13:50 |
|
| |
13:50-14:05 |
Break ( 15 min. ) |
| (53) |
14:05-14:20 |
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| (54) |
14:20-14:35 |
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| (55) |
14:35-14:50 |
|
| |
14:50-15:05 |
Break ( 15 min. ) |
| (56) |
15:05-15:30 |
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| (57) |
15:30-15:55 |
|
| (58) |
15:55-16:10 |
|
| (59) |
16:10-16:25 |
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