Search Results - "Generative Adversarial Networks"

A CGAN-based adversarial attack method for data-driven state estimation by Qi Wang, Jing Zhang, Jianxiong Hu, Shutan Wu, Shiyi Hou, Yi Tang

Subjects: Get full text

Spatially-Aware Loss Functions for GAN-Driven Super-Resolution by Xijun Wang, Santiago Lopez-Tapia, Xinyi Wu, Rafael Molina, Aggelos K. Katsaggelos

Subjects: Get full text

Exploring deep generative models for improved data generation in hypertrophic cardiomyopathy by Swarajya Madhuri Rayavarapu, Gottapu Sasibhushana Rao

Subjects: Get full text

Application study on conditional generative adversarial network (cGAN) to generate ballast particles for discrete element method simulation by Viet Dinh Le, Gyu-Hyun Go

Subjects: Get full text

LiGenCam: Reconstruction of Color Camera Images from Multimodal LiDAR Data for Autonomous Driving by Minghao Xu, Yanlei Gu, Igor Goncharenko, Shunsuke Kamijo

Subjects: Get full text

Uncertainty Estimation in Unsupervised MR-CT Synthesis of Scoliotic Spines by Enamundram Naga Karthik, Farida Cheriet, Catherine Laporte

Subjects: Get full text

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

Subjects: Get full text

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

Subjects: Get full text

Generation of Seismocardiography Heartbeats Using a Wasserstein Generative Adversarial Network With Feature Control by James Skoric, Yannick D'Mello, David V. Plant

Subjects: Get full text

Emerging SMOTE and GAN Variants for Data Augmentation in Imbalance Machine Learning Tasks: A Review by Amadi G. Udu, Marwah T. Salman, Maryam K. Ghalati, Andrea Lecchini-Visintini, David R. Siddle, Hongbiao Dong

Subjects: Get full text

The application of artificial intelligence-generated content in ophthalmology education by Yinzongxiao Wang, Yun Zhao, Jia Li

Subjects: Get full text

A Data-Driven Approach for Generating Synthetic Load Profiles with GANs by Tsvetelina Kaneva, Irena Valova, Katerina Gabrovska-Evstatieva, Boris Evstatiev

Subjects: Get full text

Enhancing Negative Film Colorization through Systematic CycleGAN Architectural Modifications: A Comprehensive Analysis of Generator and Discriminator Performance by Khaulyca Arva Artemysia Khaulyca, Arief Suryadi Satyawan Arief, Mokhammad Mirza Etnisa Haqiqi Mirza, Helfy Susilawati Helfy, Beni Wijaya Beni, Sani Moch Sopian Sani, Muhammad Ikbal Shamie Ikbal, Firman Firman

Subjects: Get full text

Long-Term, Multivariate Time Series Generation With the Capture of Intervariate Correlations and Variatewise Characteristics by Kasumi Ohno, Kohei Makino, Makoto Miwa, Yutaka Sasaki

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

A Sparse Pooling Adversarial Learning Framework for Anomaly Event Detection by ZHANG, M., HU, H., LI, Z.

Subjects: Get full text

RUP-GAN: A Black-Box Attack Method for Social Intelligence Recommendation Systems Based on Adversarial Learning by Siyang Yu, Mingxing Duan, Kezhi Wang, Shenghong Yang

Subjects: Get full text

Fault diagnosis method of mine hoist main bearing with small sample based on VAE-WGAN by Fan JIANG, Hongyan SONG, Xi SHEN, Zhencai ZHU, Shuman CHENG

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

A Deep Learning Framework for Enhanced Detection of Polymorphic Ransomware by Mazen Gazzan, Bader Alobaywi, Mohammed Almutairi, Frederick T. Sheldon

Subjects: Get full text

Automatic text generation system for endangered languages based on conditional generative adversarial networks by Zhong Luo

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

Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies by Muhammed Halil Akpinar, Abdulkadir Sengur, Massimo Salvi, Silvia Seoni, Oliver Faust, Hasan Mir, Filippo Molinari, U. Rajendra Acharya

Subjects: “…Generative adversarial networks (GANs)…”
Get full text