Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
CCS |
2024-03-27 13:00 |
Hokkaido |
RUSUTSU RESORT |
Training of Encoder-Decoder models and its application towards edge computing Koki Nobori, Hiiro Yamazaki, Kota Ando, Tetsuya Asai (Hokkaido Univ.) CCS2023-42 |
This study investigates the use of the Encoder-Decoder architecture and its application to generative AI for learning on... [more] |
CCS2023-42 pp.18-23 |
SIP, SP, EA, IPSJ-SLP [detail] |
2024-03-01 16:35 |
Okinawa |
(Primary: On-site, Secondary: Online) |
Synthesizing perceived melody from stereo electroencephalogram Yuta Inaba, Yuiko Kumagai, Naoki Yoshimura, Shuji Komeiji (Tokyo Univ. Agri.&Tech.), Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano (Juntendo Univ.), Toshihisa Tanaka (Tokyo Univ. Agri.&Tech.) EA2023-129 SIP2023-176 SP2023-111 |
Estimating perceived music from intracranial electroencephalogram measured with implanted electrodes is challenging. In ... [more] |
EA2023-129 SIP2023-176 SP2023-111 pp.400-405 |
ITS, IE, ITE-MMS, ITE-ME, ITE-AIT [detail] |
2024-02-20 14:00 |
Hokkaido |
Hokkaido Univ. |
Fine-tuning Model for Diagnosis of Autism Spectrum Disorder Using fMRI Data Sae Yoshihara, Takuya Kitamura (NITT) ITS2023-71 IE2023-60 |
In this paper, we propose and evaluate novel classification models generated by fine-tuning a pre-trained image classifi... [more] |
ITS2023-71 IE2023-60 pp.135-140 |
EMM, ITE-ME, IE, LOIS, IEE-CMN, IPSJ-AVM [detail] |
2023-09-07 17:10 |
Osaka |
Osaka Metropolitan University - Nakamozu Campus- (Hybrid) (Primary: On-site, Secondary: Online) |
Font Generation based on class labels by StyleGAN2 Yuki Shimamura, Michiharu Niimi (KIT) LOIS2023-11 IE2023-21 EMM2023-58 |
Text is an important media to convey informations. Text is used in Communications. But it is difficlt to convey our emot... [more] |
LOIS2023-11 IE2023-21 EMM2023-58 pp.22-27 |
SIS, IPSJ-AVM [detail] |
2023-06-15 11:35 |
Shimane |
NIT, Matsue College (Primary: On-site, Secondary: Online) |
Detection of Calcification Regions from Dental Panoramic Radiograph Based on Semantic Segmentation Using Transformers Taito Murano, Mitsuji Muneyasu, Soh Yoshida, Akira Asano (Kansai Univ.), Keiichi Uchida (Matsumoto Dental Univ. Hospital,) SIS2023-3 |
Calcification regions, considered a sign of atherosclerosis, are sometimes observed in the carotid arteries in dental pa... [more] |
SIS2023-3 pp.13-18 |
EMM |
2023-03-02 13:00 |
Nagasaki |
Fukue culture hall (Primary: On-site, Secondary: Online) |
[Poster Presentation]
Influence of Data Hiding for Transformer Encoder of ViT Using DM-QIM Shuntaro Fukuoka, Shoko Imaizumi (Chiba Univ.) EMM2022-68 |
In this paper, we evaluate the influence of data hiding for vision transformer (ViT) models. Specifically, we embed a pa... [more] |
EMM2022-68 pp.7-12 |
NC, NLP |
2023-01-29 15:05 |
Hokkaido |
Future University Hakodate (Primary: On-site, Secondary: Online) |
Predictions and Attentions Acquired by Vision Transformer with Source-Target Attention from Dilated Convolutions on Small Data Sets Tatsuki Shimura, Katsumi Tadamura, Toshikazu Samura (Yamaguchi Univ) NLP2022-104 NC2022-88 |
Vision Transformer (ViT) requires large data sets during pre-training phase to acquire high classification accuracy on a... [more] |
NLP2022-104 NC2022-88 pp.123-128 |
SANE |
2022-12-16 14:15 |
Nagasaki |
Nagasaki Public Hall (Primary: On-site, Secondary: Online) |
Land Cover Classification for Polarimetric SAR Images Based on Vision Transformer Hongmiao Wang, Danwei Lu (Tsinghua Univ.), Junjun Yin (USTB), Jian Yang (Tsinghua Univ.) SANE2022-83 |
Deep learning methods have been widely studied for polarimetric synthetic aperture radar (PolSAR) land cover classificat... [more] |
SANE2022-83 pp.100-104 |
PRMU |
2022-12-16 10:15 |
Toyama |
Toyama International Conference Center (Primary: On-site, Secondary: Online) |
Pose-aware Disentangled Multiscale Transformer for Pose Guided Person Image Generation Kei Shibasaki, Masaaki Ikehara (Keio Univ.) PRMU2022-44 |
Pose Guided Person Image Generation (PGPIG) is the task that transforms the pose of a person image from the source image... [more] |
PRMU2022-44 pp.63-69 |
R |
2022-10-07 14:50 |
Fukuoka |
(Primary: On-site, Secondary: Online) |
A Note on A Transformer Encoder-Based Malware Classification Using API Calls Chen Li (Kyutech), Junjun Zheng (Osaka Univ.) R2022-36 |
Malware is a major security threat to computer systems and significantly impacts system reliability. Recurrent neural ne... [more] |
R2022-36 pp.25-30 |
EA, SIP, SP, IPSJ-SLP [detail] |
2022-03-02 13:25 |
Okinawa |
(Primary: On-site, Secondary: Online) |
[Poster Presentation]
Transformer-based Text Decoding using Electrocorticography Shuji Komeiji, Kai Shigemi (TUAT), Takumi Mitsuhashi, Yasushi Iimura, Hiroharu Suzuki, Hidenori Sugano (Juntendo Univ.), Koichi Shinoda (Tokyo Tech), Toshihisa Tanaka (TUAT) EA2021-87 SIP2021-114 SP2021-72 |
Invasive brain-machine interfaces (BMIs) are a promising neurotechnology for achieving direct speech communication from ... [more] |
EA2021-87 SIP2021-114 SP2021-72 pp.146-151 |
SRW, SeMI, CNR (Joint) |
2021-11-25 16:15 |
Tokyo |
Kikai-Shinko-Kaikan Bldg. (Primary: On-site, Secondary: Online) |
[Invited Talk]
Toward the robot that can easily make casual conversations Hiroaki Sugiyama (NTT) SRW2021-33 SeMI2021-34 CNR2021-11 |
(To be available after the conference date) [more] |
SRW2021-33 SeMI2021-34 CNR2021-11 p.23(SRW), p.23(SeMI), p.20(CNR) |