Novel hybrid integrated Pix2Pix and WGAN model with Gradient Penalty for binary images denoising by Luca Tirel, Ali Mohamed Ali, Hashim A. Hashim

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An intrusion detection method based on depthwise separable convolution and attention mechanism by Zhifei ZHANG, Feng LIU, Yiyang GE, Shuo LI, Yu ZHANG, Ke XIONG

Subjects: “…deep learning;intrusion detection;attention mechanism;generative adversarial network…”
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AEGAN-Pathifier: a data augmentation method to improve cancer classification for imbalanced gene expression data by Qiaosheng Zhang, Yalong Wei, Jie Hou, Hongpeng Li, Zhaoman Zhong

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Mal-Detect: An intelligent visualization approach for malware detection by Olorunjube James Falana, Adesina Simon Sodiya, Saidat Adebukola Onashoga, Biodun Surajudeen Badmus

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On GAN-based Data Integrity Attacks Against Robotic Spatial Sensing by Tamim Khatib, Patrick Kreidl, Ayan Dutta, Ladislau Boloni, Swapnoneel Roy

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AGASI: A Generative Adversarial Network-Based Approach to Strengthening Adversarial Image Steganography by Haiju Fan, Changyuan Jin, Ming Li

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Study on Image Classification Algorithm Based on Multi-Scale Feature Fusion and Domain Adaptation by Yu Guo, Ziyi Cheng, Yuanlong Zhang, Gaoxuan Wang, Jundong Zhang

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Intelligent Diagnosis Method of Gear Faults based on MGAN and CNN by Zheng Li, Shengli Wu, Wenting Xing, Shiyong Liao

Subjects: “…Generative adversarial network…”
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Generative adversarial network–enabled microstructural mapping from surface profiles for laser powder bed fusion by Jingwen Gao, Chenyang Zhu, Shubo Gao, Weiming Ji, Ming Xue, Kun Zhou

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A Virtual View Acquisition Technique for Complex Scenes of Monocular Images Based on Layered Depth Images by Qi Wang, Yan Piao

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Continuous Satellite Image Generation from Standard Layer Maps Using Conditional Generative Adversarial Networks by Arminas Šidlauskas, Andrius Kriščiūnas, Dalia Čalnerytė

Subjects: “…conditional generative adversarial network…”
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Image denoising algorithm based on multi-channel GAN by Hongyan WANG, Xiao YANG, Yanchao JIANG, Zumin WANG

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Domain Adaptation Based on Human Feedback for Enhancing Image Denoising in Generative Models by Hyun-Cheol Park, Dat Ngo, Sung Ho Kang

Subjects: “…generative adversarial network…”
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Improvement of Classification Results of Convolutional Neural Networks Using Various Gan-Based Augmentation Techniques by Kališková Lenka, Butka Peter

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SpaGAN: A spatially-aware generative adversarial network for building generalization in image maps by Zhiyong Zhou, Cheng Fu, Robert Weibel

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Sample Augmentation Using Enhanced Auxiliary Classifier Generative Adversarial Network by Transformer for Railway Freight Train Wheelset Bearing Fault Diagnosis by Jing Zhao, Junfeng Li, Zonghao Yuan, Tianming Mu, Zengqiang Ma, Suyan Liu

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Noise robust chi-square generative adversarial network by Hongjun LI, Chaobo LI, Shibing ZHANG

Subjects: “…generative adversarial network;chi-square divergence;noise distribution;image quality…”
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Tea Disease Recognition Based on Image Segmentation and Data Augmentation by Ji Li, Chenyi Liao

Subjects: “…Conditional generative adversarial network…”
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Angle-Controllable SAR Image Generation for Target Recognition with Few Samples by Xilin Wang, Bingwei Hui, Wei Wang, Pengcheng Guo, Lei Ding, Huangxing Lin

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Depression detection based on dual path DCGAN data generation and classification-regression network by LU Jingxue, LI Hongyan, ZHENG Ruichao, QIN Ruizhen

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