Improvement of Classification Results of Convolutional Neural Networks Using Various Gan-Based Augmentation Techniques by Kališková Lenka, Butka Peter

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Enhancing buckwheat maturity classification with generative adversarial networks for spectroscopy data augmentation by Huihui Wang, Xiaoxue Che, Jiaxuan Nan, Yuyuan Miao, Yaqi Wang, Wuping Zhang, Fuzhong Li, Jiwan Han

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MEFSR-GAN: A Multi-Exposure Feedback and Super-Resolution Multitask Network via Generative Adversarial Networks by Sibo Yu, Kun Wu, Guang Zhang, Wanhong Yan, Xiaodong Wang, Chen Tao

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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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Data Augmentation-Based Enhancement for Efficient Network Traffic Classification by Chang-Yui Shin, Yang-Seo Choi, Myung-Sup Kim

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FedG2L: a privacy-preserving federated learning scheme base on “G2L” against poisoning attack by Mengfan Xu, Xinghua Li

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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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Deep Learning-Based Coverless Image Steganography on Medical Images Shared via Cloud by Ambika, Virupakshappa, Deepak S. Uplaonkar

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Ventricular segmentation algorithm for echocardiography based on transfer learning and GAN by Jin Wang, Xiaoning Bo, Guoqin Li, Yanli Tan

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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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Deep Learning-Based Remote Sensing Image Analysis for Wildfire Risk Evaluation and Monitoring by Shiying Yu, Minerva Singh

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Point Cloud Adversarial Perturbation Generation for Adversarial Attacks by Fengmei He, Yihuai Chen, Ruidong Chen, Weizhi Nie

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A Generative Adversarial Network Approach to EstimateFinite Element Displacement by WANG Zhangjun, XU Ping, WANG Chunpeng, ZHAO Ziliang, CAI Junkun

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Multi-Class Guided GAN for Remote-Sensing Image Synthesis Based on Semantic Labels by Zhenye Niu, Yuxia Li, Yushu Gong, Bowei Zhang, Yuan He, Jinglin Zhang, Mengyu Tian, Lei He

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Unpaired Image-to-Image Translation with Diffusion Adversarial Network by Hangyao Tu, Zheng Wang, Yanwei Zhao

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Defect Diagnosis of Photovoltaic Module Visible Light Images Under Imbalanced Sample Conditions by Huiqing Rao, Qiong Li, Long Chen, Sha Jin, Yong Lu, Zhiguang Li

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A Novel Approach to Android Malware Intrusion Detection Using Zero-Shot Learning GANs by Syed Atir Raza Shirazi, Mehwish Shaikh

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