Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 13:00 |
Okinawa |
Okinawa Institute of Science and Technology |
Reliability Assessment by Bayesian Deep Learning for Image-Caption Retrieval Task Kenta Hama, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.) IBISML2019-1 |
Following the development of black-box machine learning algorithms, the practical demand of the re- liability assessment... [more] |
IBISML2019-1 pp.1-8 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 13:25 |
Okinawa |
Okinawa Institute of Science and Technology |
Adversarial Day-to-Night Conversion Supporting Object Detection for Autonomous Driving Kazuki Fujioka (Kobe Univ.), Takashi Machida (Toyota CRDL), Takashi Matsubara, Kuniaki Uehara (Kobe Univ.) IBISML2019-2 |
[more] |
IBISML2019-2 pp.9-14 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 13:50 |
Okinawa |
Okinawa Institute of Science and Technology |
Aleatoric Uncertainty-Aware Score for Deep Unsupervised Anomaly Segmentation Kazuki Sato, Kenta Hama, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.) IBISML2019-3 |
[more] |
IBISML2019-3 pp.15-20 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 14:15 |
Okinawa |
Okinawa Institute of Science and Technology |
Triple GANs with adversarial disturbances for discriminative anomaly detection Hirotaka Hachiya (Wakayama Univ.) IBISML2019-4 |
Anomaly detection (AD) is an important machine learning task to detect outliers given only normal training data---applie... [more] |
IBISML2019-4 pp.21-26 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 15:00 |
Okinawa |
Okinawa Institute of Science and Technology |
A model selection criterion for LASSO estimate with scaling Katsuyuki Hagiwara (Mie Univ.) IBISML2019-5 |
To relax a bias problem in LASSO (Least Absolute Shrinkage and election Operator), there have been several studies inclu... [more] |
IBISML2019-5 pp.27-34 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 15:25 |
Okinawa |
Okinawa Institute of Science and Technology |
Optimal Estimating the Number of Change Points for Sources with Piecewise Constant parameters under Bayesian Criterion Kairi Suzuki, Akira Kamatsuka, Toshiyasu Matsushima (Waseda Univ.) IBISML2019-6 |
The problem of estimating the number of the change points is an important problem in various real problems.There have be... [more] |
IBISML2019-6 pp.35-41 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 15:50 |
Okinawa |
Okinawa Institute of Science and Technology |
A Comparison of Surrogate Models in Bayesian Optimization Sho Shimoyama (Meiji Univ.), Masahiro Nomura (CA) IBISML2019-7 |
Bayesian optimization can efficiently select the next search point by using a surrogate model that estimates an objectiv... [more] |
IBISML2019-7 pp.43-50 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 16:15 |
Okinawa |
Okinawa Institute of Science and Technology |
Imputation of Missing Time-Series Multimodal Data with Variational Autoencoder Ryoichi Kojima, Shinya Wada, Kiyohito Yoshihara (KDDI Research) IBISML2019-8 |
Data is often missing and that results in negative effects on subsequent data analysis and creating machine learning mod... [more] |
IBISML2019-8 pp.51-55 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 17:00 |
Okinawa |
Okinawa Institute of Science and Technology |
Adaptive Discretization based Predictive Sequence Mining for Continuous Time Series Yoshikazu Shibahara, Takuto Sakuma (NIT), Ichiro Takeuchi (NIT/RIKEN/NIMS), Masayuki Karasuyama (NIT/NIMS) IBISML2019-9 |
In recent years, improvement of sensor performance and spread of portable devices such as smartphones enable us to easil... [more] |
IBISML2019-9 pp.57-64 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 17:25 |
Okinawa |
Okinawa Institute of Science and Technology |
Predicting Demographic Attributes for Individual Viewing Behavior Yusuke Kumagae, Ryoma Yasunaga, Ryo Fujii, Ryo Domoto (Hakuhodo) IBISML2019-10 |
User attribute estimation based on behaviors is an important task in marketing. Previous works have tried to estimate at... [more] |
IBISML2019-10 pp.65-71 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 13:00 |
Okinawa |
Okinawa Institute of Science and Technology |
Analysis and application of periodic orbits in dynamic binary neural networks Shota Anzai, Seitaro Koyama, Toshimichi Saito (HU) NC2019-1 |
This paper studies a simple dynamic binary neural network and its application.
In the network, each neuron transforms ... [more] |
NC2019-1 p.1 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 13:25 |
Okinawa |
Okinawa Institute of Science and Technology |
Analysis of periodic orbits in digital maps by a self-organizaition synthesis method Yuya Sawano, Toshimichi Saito (HU) NC2019-2 |
Self-organizing learning of digital map is considered in this paper.
The digital map is a simple digital dynamical sys... [more] |
NC2019-2 pp.3-7 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 13:50 |
Okinawa |
Okinawa Institute of Science and Technology |
Small-workd networks enhance the inter-brain synchronization Kentaro Suzuki, Jihoon Park, Yuji Kawai, Minoru Asada (Osaka Univ.) NC2019-3 |
Recent hyper scanning studies have shown that activities of the two brains synchronize during social interaction. We hyp... [more] |
NC2019-3 pp.9-14 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 14:15 |
Okinawa |
Okinawa Institute of Science and Technology |
Effects of excitatory/inhibitory balance of a spiking neuron model on the organization of neural network Jihoon Park, Motohiro Ogura, Yuji Kawai, Minoru Asada (Osaka Univ.) NC2019-4 |
In this study, a spiking neural network model is examined to study how the balance between excitatory and inhibitory neu... [more] |
NC2019-4 pp.15-20 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 15:00 |
Okinawa |
Okinawa Institute of Science and Technology |
Meta-analysis fMRI data helps robust source reconstruction of MEG measurements Keita Suzuki (NAIST), Okito Yamashita (ATR) NC2019-5 |
Functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) are the major recording means of brain act... [more] |
NC2019-5 pp.21-25 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 15:25 |
Okinawa |
Okinawa Institute of Science and Technology |
Evaluation of relationship between EEG and visual field characteristics in visual cognition Tatsuya Maruno, Kota Yamamoto, Keiichiro Inagaki (Chubu Univ) NC2019-6 |
The brain processes numerous information related to scenes for appropriate cognition and judgement in daily life. Here, ... [more] |
NC2019-6 p.27 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 15:40 |
Okinawa |
Okinawa Institute of Science and Technology |
Gaze behavior analysis in source code comprehension through comparison with attention models Kiyoka Ikea (Kyoto Women's Univ.), Takatomi Kubo, Yoshiharu Ikutani, Hideaki Hata, Nishanth Koganti, Takeshi Itoh, Kenichi Matsumoto (NAIST), Yuki Maruno (Kyoto Women's Univ.), Kazushi Ikeda (NAIST) NC2019-7 |
Many gaze behavior analyses have been conducted in order to clarify the programmers’ cognitive processes. However, there... [more] |
NC2019-7 p.29 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 15:55 |
Okinawa |
Okinawa Institute of Science and Technology |
Evaluation of Emotional Impact of Music Based on Sentiment Polarity of Lyrics and Heart Rate Variability Analysis Marie Ohki, Takatomi Kubo (NAIST), Yuki Maruno (Kyoto Women's Univ.), Kouichi Fujiwara (Nagoya Univ.), Toshitaka Yamakawa (Kumamoto Univ.), Kazushi Ikeda (NAIST) NC2019-8 |
Music affects our emotion and causes a physiological change.
There are many studies that investigate emotional impact ... [more] |
NC2019-8 p.31 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 16:10 |
Okinawa |
Okinawa Institute of Science and Technology |
An exploratory study on morphological features of brain MRI relevant to subtypes of psychiatric depression Midori Sakai (NAIST), Masahiro Takamura, Naho Ichikawa, Alan Fermin, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki (Hiroshima University), Yuki Maruno (Kyoto Women's University), Takashi Nakano, Junichiro Yoshimoto (NAIST) NC2019-9 |
Depression is a disease that causes social loss next to cancer. However, pathology of depression remains unclear compare... [more] |
NC2019-9 p.33 |
NC, IBISML, IPSJ-MPS, IPSJ-BIO [detail] |
2019-06-17 16:45 |
Okinawa |
Okinawa Institute of Science and Technology |
Embedded AI implementation Tadaaki Shiraishi (MMS), Koji Kinoshita (Ehime Univ) NC2019-10 |
In order to realize CNN on edge terminals and realize inference processing such as image recognition, it is important to... [more] |
NC2019-10 pp.35-40 |