Hyeon Seok Yang, Jeong Hoon Han, Young Shik Moon, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.012

• Facial Attribute Editing
• spatial attention mechanism
• Semi-supervised learning
• Generative Adversarial Network
• STGAN

Abdul Jabbar, Xi Li, M. Munawwar Iqbal, Arif Jamal Malik, Vol. 15, No. 7, July 31, 2021
10.3837/tiis.2021.07.014

• Generative Adversarial Network (GAN)
• Image restoration
• Image Reconstruction
• occlusions mask removal

Meng Xu, Rize Jin, Liangfu Lu, Tae-Sun Chung, Vol. 15, No. 6, June 30, 2021
10.3837/tiis.2021.06.010

• Generative Adversarial Network
• Cross Channel Self-Attention
• Image Translation
• Style Transfer
• Facial Attribute Editing

Juan Wang, Cong Ke, Minghu Wu, Min Liu, Chunyan Zeng, Vol. 15, No. 5, May 31, 2021
10.3837/tiis.2021.05.010

• Laplacian pyramid
• Generative Adversarial Network
• base layer
• detail layer
• Fusion

Shinjin Kang, Teasung Hahn, Vol. 15, No. 4, April 30, 2021
10.3837/tiis.2021.04.016

• Image-to-Image Translation
• Generative Adversarial Network
• Eyeglass Remover

Jieren Cheng, Yue Yang, Xiangyan Tang, Naixue Xiong, Yuan Zhang, Feifei Lei, Vol. 14, No. 12, December 31, 2020
10.3837/tiis.2020.12.001

• generative adversarial networks
• Artificial intelligence
• Generative Model
• Deep Learning
• Security

Beijing Chen, Jiaxin Wang, Yingyue Chen, Zilong Jin, Hiuk Jae Shim, Yun-Qing Shi, Vol. 14, No. 1, January 31, 2020
10.3837/tiis.2020.01.020

• Steganography
• Steganalysis
• high-capacity
• robustness
• adversarial network

Bin Wu, Le Liu, Zhengge Dai, Xiujuan Wang, Kangfeng Zheng, Vol. 13, No. 11, November 30, 2019
10.3837/tiis.2019.11.018

• malicious robots
• social robots detection
• generative adversarial networks
• supervised classification
• unbalanced data

Cong Hu, Xiao-Jun Wu, Zhen-Qiu Shu, Vol. 13, No. 11, November 30, 2019
10.3837/tiis.2019.11.009

• representation learning
• Unsupervised Learning
• generative adversarial networks
• deep convolutional autoencoders
• Bagging

Zhensong Wei, Huihui Bai, Yao Zhao, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.007

• super-resolution
• Stage-GAN
• generative adversarial networks
• Semantic maps
• Large scaling factors