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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| RCS | 2023-06-16 10:00 |
Hokkaido | Hokkaido University, and online (Primary: On-site, Secondary: Online) |
A Study on Autoencoder for ICA-Aided MIMO Blind Signal Separation Arata Kameda, Shinsuke Ibi (Doshisha Univ.), Takumi Takahashi (Osaka Univ.), Hisato Iwai (Doshisha Univ.) |
[more] | |
| IMQ, IE, MVE, CQ (Joint) [detail] |
2023-03-17 10:45 |
Okinawa | Okinawaken Seinenkaikan (Naha-shi) (Primary: On-site, Secondary: Online) |
Wiped-Rate Estimation for Semiconductor Manufacturing Using DNN Based on 3D Body Tracking Takehiro Nagata (Univ. of Tsukuba), Li-Wei Cheng (NCKU), Hidehiko Shishido (Univ. of Tsukuba), Hyejin Kim, Chanya Mahapun, Naoki Yoshii, Tsuyoshi Moriya (TEL), Itaru Kitahara (Univ. of Tsukuba)  IMQ2022-67 IE2022-144 MVE2022-97 |
This research presents a method to calculate the corresponding wiped rate from upper body wiping movements to determine ... [more] | IMQ2022-67 IE2022-144 MVE2022-97 pp.235-240 |
| NC, MBE (Joint) |
2023-03-14 15:25 |
Tokyo | The Univ. of Electro-Communications (Primary: On-site, Secondary: Online) |
A Method of Timbre Synthesis Reflecting Impression Using Conditional-VAE
-- Conditioning by Impression and Generating Sound Waveforms -- Takeru Watanabe, Susumu Kuroyanagi (NIT) NC2022-106 |
In This paper, we aim to propose a method of timbre synthesis based on impressions recalled by humans. We worked on this... [more] | NC2022-106 pp.84-89 |
| NC, MBE (Joint) |
2023-03-14 15:50 |
Tokyo | The Univ. of Electro-Communications (Primary: On-site, Secondary: Online) |
Study on the relationship between features of carotid artery blood flow velocity waveforms and arteriosclerosis using autoencoder Yuki Matsugi, Masatake Akutagawa, Takahiro Emoto, Kazuyoshi Kitaoka (Tokushima Univ.), Hiroyuki Tanaka (Naruto Univ.), Hirotsugu Yamada, Yohsuke Kinouchi (Tokushima Univ.) MBE2022-65 |
Previous research has revealed that differences in blood flow velocity waveforms appear due to exercise effects and agin... [more] | MBE2022-65 pp.33-37 |
| SIS | 2023-03-03 13:20 |
Chiba | Chiba Institute of Technology (Primary: On-site, Secondary: Online) |
A study on anomalous signal detection from ELF electromagnetic wave data using autoencoder Hideo Kohatsu, Akitoshi Itai (Chubu Univ.), Ichi Takumi (NITech), Hiroshi Yasukawa (Aichi Prefectural Univ.) SIS2022-55 |
It is know that the electromagnetic (EM) wave radiated from the earth's crust is observed before the great earthquake. T... [more] | SIS2022-55 pp.81-85 |
| SIS | 2023-03-03 14:30 |
Chiba | Chiba Institute of Technology (Primary: On-site, Secondary: Online) |
[Tutorial Lecture]
On Semantic Image Processing with Autoencoder Hiroyuki Tsuji (KAIT) SIS2022-58 |
Variational Auto Encoder (VAE) has a conceptually well-structured latent space and can realize semantic image manipulati... [more] | SIS2022-58 pp.97-102 |
| IT, RCS, SIP | 2023-01-25 12:20 |
Gunma | Maebashi Terrsa (Primary: On-site, Secondary: Online) |
A Study on Wireless Autoencoder for Data-Aided Channel Estimation Yoshinori Ichihashi, Shinsuke Ibi (Doshisha Univ.), Takumi Takahashi (Osaka Univ.), Takanobu Doi, Kazushi Muraoka, Naoto Ishii (NEC), Hisato Iwai (Doshisha Univ.) IT2022-56 SIP2022-107 RCS2022-235 |
In MIMO (Multiple-Input Multiple-Output) channels, when the channel matrix is obtained by the Data-Aided Channel Estimat... [more] | IT2022-56 SIP2022-107 RCS2022-235 pp.154-159 |
| SeMI, SeMI (Joint) |
2023-01-19 14:45 |
Tokushima | Naruto grand hotel (Primary: On-site, Secondary: Online) |
[Short Paper]
A Preliminary Study on Environment-Independent Wi-Fi CSI Activity Recognition based on Extended Autoencoder Yu Sugimoto, Kazuki Miyao, Hamada Rizk, Akira Uchiyama (Osaka Univ.) SeMI2022-79 |
(To be available after the conference date) [more] | SeMI2022-79 pp.34-38 |
| MBE, MICT, IEE-MBE [detail] | 2023-01-17 09:50 |
Saga | Oral Cytology Based on Representation Learning of Visually Salient Cells Kazuki Matsuo, Eiji Mitate, Tomoya Sakai (Nagasaki Univ.) MICT2022-44 MBE2022-44 |
We classify microscopically photographed cells for screening tests to find oral cancer in its early stages. Oral cancer ... [more] | MICT2022-44 MBE2022-44 pp.7-12 |
|
| CCS | 2022-11-17 14:55 |
Mie | (Primary: On-site, Secondary: Online) |
Improvement of financial machine learning by fine-tuning using multiple time scales Kazuki Amagai (Ibaraki Univ.), Riku Tanaka (Daiwa Asset Management), Tomoya Suzuki (Ibaraki Univ.) CCS2022-47 |
In asset management businesses such as operating mutual funds, medium or long-term investments are common in terms of op... [more] | CCS2022-47 pp.19-24 |
| SR | 2022-11-07 09:55 |
Fukuoka | Fukuoka University (Primary: On-site, Secondary: Online) |
Performance comparisons of OFDM communication system with autoencoder Takao Touma, Tomohisa Wada (Ryukyu Univ.) SR2022-46 |
This paper is a follow-up to "A study of OFDM communication system with autoencoder" presented at Technical Committee on... [more] | SR2022-46 pp.7-14 |
| PRMU | 2022-09-15 10:45 |
Kanagawa | (Primary: On-site, Secondary: Online) |
Effect validation of adversarial auxiliary classifier for video disentanglement Takeshi Haga, Hiroshi Kera, Kazuhiko Kawamoto (Chiba Univ) PRMU2022-21 |
The Disentanglement of sequential data such as video requires inductive biases to separate static latent variables from ... [more] | PRMU2022-21 pp.67-71 |
| SIP | 2022-08-25 13:21 |
Okinawa | Nobumoto Ohama Memorial Hall (Ishigaki Island) (Primary: On-site, Secondary: Online) |
Style Feature Extraction by Contrastive Learning and Mutual Information Constraints Suguru Yasutomi, Toshihisa Tanaka (TUAT) SIP2022-52 |
Extracting style features is crucial for analyzing data. This paper proposes a style feature extraction using variationa... [more] | SIP2022-52 pp.13-18 |
| SIP | 2022-08-26 14:08 |
Okinawa | Nobumoto Ohama Memorial Hall (Ishigaki Island) (Primary: On-site, Secondary: Online) |
Study on Bone-conducted Speech Enhancement Using Vector-quantized Variational Autoencoder and Gammachirp Filterbank Cepstral Coefficients Quoc-Huy Nguyen, Masashi Unoki (JAIST) SIP2022-71 |
Bone-conducted (BC) speech potentially avoids the undesired effects on recorded speech due to background noise or reverb... [more] | SIP2022-71 pp.109-114 |
| SeMI, IPSJ-DPS, IPSJ-MBL, IPSJ-ITS | 2022-05-26 13:45 |
Okinawa | (Primary: On-site, Secondary: Online) |
Unsupervised Learning-based Non-invasive Fetal ECG Signal Quality Assessment Xintong Shi, Kohei Yamamoto, Tomoaki Ohtsuki (Keio Univ.), Yutaka Matsui, Kazunari Owada (Atom Medical Co., Ltd.) SeMI2022-4 |
For fetal heart rate (FHR) monitoring, the non-invasive fetal electrocardiogram (FECG) obtained from abdomen surface ele... [more] | SeMI2022-4 pp.15-19 |
| SIP, BioX, IE, MI, ITE-IST, ITE-ME [detail] | 2022-05-19 09:40 |
Kumamoto | Kumamoto University Kurokami Campus (Primary: On-site, Secondary: Online) |
Variational Autoencoders Conditioned by Contrastive Features as Style-Feature Extractors Suguru Yasutomi, Toshihisa Tanaka (TUAT) SIP2022-3 BioX2022-3 IE2022-3 MI2022-3 |
Extracting style features is crucial for investigating the characteristics of data. This paper proposes a variational au... [more] | SIP2022-3 BioX2022-3 IE2022-3 MI2022-3 pp.13-18 |
| SR | 2022-05-12 10:55 |
Tokyo | NICT Koganei (Primary: On-site, Secondary: Online) |
A study of OFDM communication system with autoencoder Takao Touma, Tomohisa Wada (Ryukyu Univ.) SR2022-6 |
Among deep neuralnetworks, autoencoders have the property of matching input and output. Recently, research has been cond... [more] | SR2022-6 pp.27-33 |
| EMM | 2022-03-08 09:55 |
Online | (Primary: Online, Secondary: On-site) (Primary: Online, Secondary: On-site) |
[Poster Presentation]
Study on JPEG Compression Resistant Watermarking Method Trained with Quantized Activation Function Shingo Yamauchi, Masaki Kawamura (Yamaguchi Univ.) EMM2021-110 |
We propose a watermarking method that introduces a quantized activation function to acquire robustness against quantizat... [more] | EMM2021-110 pp.95-100 |
| MW | 2022-03-04 11:10 |
Online | Online | Deep-Learning Based Anomaly Detection Method for Microwave Non-destructive Road Monitoring Takahide Morooka, Shouhei Kidera (Univ. of Electro-Communications) MW2021-134 |
Microwave radar is promising as large-scale and speedy non-destructive monitoring tool for aging road or tunnel because ... [more] | MW2021-134 pp.128-133 |
| MBE, NC (Joint) |
2022-03-02 11:00 |
Online | Online | Learning of a stacked autoencoder with regularizers added to the cost function, evaluation of their effectiveness, and clarification of its information compression mechanism Masumi Ishikawa (Kyutech) NC2021-49 |
Deep learning has a serious drawback in that the resulting models tend to be a black box, hence hard to understand. A sp... [more] | NC2021-49 pp.17-22 |
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