Liquan Zhao, Yupeng Zhang, Vol. 15, No. 12, December 31, 2021
10.3837/tiis.2021.12.004

• Artificial intelligence
• generative adversarial networks
• Attention Mechanism
• Random samples

Mingu Kang, HyeungKyeom Kim, Suchul Lee, Seokmin Han, Vol. 15, No. 11, November 30, 2021
10.3837/tiis.2021.11.013

• Malware classification
• Microsoft Malware Classification Challenge (BIG2015)
• conditional GAN
• data augmentation
• Adversarial Examples

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

Na Ma, Tingxin Wen, Vol. 15, No. 6, June 30, 2021
10.3837/tiis.2021.06.009

• Vehicle face re-identification; Nonnegative Matrix Factorization; stable feature; variable feature; cosine distance

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

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

Weizhong Li, Honghua Ma, Vol. 14, No. 11, November 30, 2020
10.3837/tiis.2020.11.009

• realistic scenes
• HDR images
• tone mapping
• total variation
• HSV color space

Zhuolei Xiao, Yerong Zhang, Jie Yang, Vol. 14, No. 11, November 30, 2020
10.3837/tiis.2020.11.006

• Phase retrieval
• Nonconvex optimization
• sample stochastic variance reduction
• stochastic reweighted gradient iteration