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IEICE Trans

Keyword : adversarial training

Application of Adversarial Training in the Detection of Calcification Regions from Dental Panoramic Radiographs
Sei TAKANO Mitsuji MUNEYASU Soh YOSHIDA Akira ASANO Nanae DEWAKE Nobuo YOSHINARI Keiichi UCHIDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2025/03/01
Vol. E108-A  No. 3 ; pp. 352-356
Type of Manuscript:  Special Section LETTER (Special Section on Smart Multimedia & Communication Systems)
Category: Image Processing
Keyword: 
adversarial training, arteriosclerosis, semantic segmentation, 
 Summary | Full Text:PDF
Feature-Based Adversarial Training for Deep Learning Models Resistant to Transferable Adversarial Examples
Gwonsang RYU Daeseon CHOI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/05/01
Vol. E105-D  No. 5 ; pp. 1039-1049
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
adversarial training, adversarial defense, adversarial attack, deep neural network, transferability, 
 Summary | Full Text:PDF
Latent Space Virtual Adversarial Training for Supervised and Semi-Supervised Learning
Genki OSADA Budrul AHSAN Revoti PRASAD BORA Takashi NISHIDE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/03/01
Vol. E105-D  No. 3 ; pp. 667-678
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
consistency regularization, adversarial training, image classification, semi-supervised learning, and unsupervised learning, 
 Summary | Full Text:PDF
Flexible Bayesian Inference by Weight Transfer for Robust Deep Neural Networks
Thi Thu Thao KHONG Takashi NAKADA Yasuhiko NAKASHIMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/11/01
Vol. E104-D  No. 11 ; pp. 1981-1991
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
Deep Neural Network, Bayesian Neural Network, image classification, adversarial attacks, adversarial training, 
 Summary | Full Text:PDF