General Network Framework for Mixture Raman Spectrum Identification Based on Deep Learning by Yilong Zhang, Tianke Wang, Kang Du, Peng Chen, Haixia Wang, Haohao Sun

Subjects: “…convolutional generative adversarial networks…”
Get full text

Enhancing Alzheimer’s disease classification through split federated learning and GANs for imbalanced datasets by G Narayanee Nimeshika, Subitha D

Subjects: “…Conditional generative adversarial networks…”
Get full text

3D microstructure reconstruction and characterization of porous materials using a cross-sectional SEM image and deep learning by Xianhang Li, Shihao Zhou, Xuhao Liu, Jiadong Zang, Wenhao Fu, Wenlong Lu, Haibo Zhang, Zilin Yan

Subjects: Get full text

Generative adversarial synthetic neighbors-based unsupervised anomaly detection by Lan Chen, Hong Jiang, Lizhong Wang, Jun Li, Manhua Yu, Yong Shen, Xusheng Du

Subjects: Get full text

On the application of image augmentation for plant disease detection: A systematic literature review by Kwame Antwi, Kwabena Ebo Bennin, Derek Kwaku Pobi Asiedu, Bedir Tekinerdogan

Subjects: Get full text

Carbon market risk estimation using quantum conditional generative adversarial network and amplitude estimation by Xiyuan Zhou, Huan Zhao, Yuji Cao, Xiang Fei, Gaoqi Liang, Junhua Zhao

Subjects: “…quantum conditional generative adversarial networks…”
Get full text

Design of an Iterative Model for Incremental Enhancements in Quantum Image Processing Using Reinforcement Learning-Based Optimizations by Lalitha Kumari Pappala, Sai Babu Veesam, Kannaiah Chattu, Janapati Venkata Krishna, Jyostna Devi Bodapati, B. Tarakeswara Rao

Subjects: Get full text

ACGAN: adaptive conditional generative adversarial network architecture predicting skin lesion using collaboration of transfer learning models by R. Gomathi, S. Gnanavel, K.E. Narayana, B. Dhiyanesh

Subjects: Get full text

An unsupervised underwater image enhancement method based on generative adversarial networks with edge extraction by Yanfei Jia, Ziyang Wang, Liquan Zhao

Subjects: Get full text

Data Augmentation for Voiceprint Recognition Using Generative Adversarial Networks by Yao-San Lin, Hung-Yu Chen, Mei-Ling Huang, Tsung-Yu Hsieh

Subjects: Get full text

TopoSinGAN: Learning a Topology-Aware Generative Model from a Single Image by Mohsen Ahmadkhani, Eric Shook

Subjects: Get full text

Investigating the Use of Generative Adversarial Networks-Based Deep Learning for Reducing Motion Artifacts in Cardiac Magnetic Resonance by Ma ZP, Zhu YM, Zhang XD, Zhao YX, Zheng W, Yuan SR, Li GY, Zhang TL

Subjects: Get full text

Design of a Novel Explainable Adversarial Autoencoder Model for the Electromagnetic Analysis of Functional Materials Based on Physics-Informed Learning by Naina Narang, Greeshma Lingam

Subjects: Get full text

GRU_vader: Sentiment-Informed Stock Market Prediction by Akhila Mamillapalli, Bayode Ogunleye, Sonia Timoteo Inacio, Olamilekan Shobayo

Subjects: Get full text

Leveraging generative adversarial networks for data augmentation to improve fault detection in wind turbines with imbalanced data by Subhajit Chatterjee, Yung-Cheol Byun

Subjects: Get full text

When Two are Better Than One: Synthesizing Heavily Unbalanced Data by Francisco Ferreira, Nuno Lourenco, Bruno Cabral, Joao Paulo Fernandes

Subjects: Get full text

End-to-End Mandarin Speech Reconstruction Based on Ultrasound Tongue Images Using Deep Learning by Fengji Li, Fei Shen, Ding Ma, Jie Zhou, Shaochuan Zhang, Li Wang, Fan Fan, Tao Liu, Xiaohong Chen, Tomoki Toda, Haijun Niu

Subjects: Get full text

Investigating the effect of loss functions on single-image GAN performance by Eyyup YİLDİZ, Mehmet Erkan YUKSEL, Selcuk SEVGEN

Subjects: “…generative adversarial networks…”
Get full text

A k-Nearest Neighbor Wind Turbine Fault Detection Method Based on Deep Metric Learning and Domain Feature Discrimination by Ziheng Dai, Xiaoyi Qian, Changsheng Kang, Lixin Wang, Shuai Guan, Yi Zhao, Xingyu Jiang

Subjects: Get full text

An Integrated Algorithm with Feature Selection, Data Augmentation, and XGBoost for Ovarian Cancer by Jingxun Cai, Zne-Jung Lee, Zhihxian Lin, Chih-Hung Hsu, Yun Lin

Subjects: Get full text