ExGAN: Adversarial Generation of Extreme Samples

ExGAN: Adversarial Generation of Extreme Samples

17 September 2020

Siddharth Bhatia

Bryan Hooi

Papers citing "ExGAN: Adversarial Generation of Extreme Samples"

7 / 7 papers shown

Title
Combining deep generative models with extreme value theory for synthetic hazard simulation: a multivariate and spatially coherent approach Alison Peard Jim Hall AI4CE 24 3 0 30 Nov 2023
Inference and Sampling for Archimax Copulas Yuting Ng Ali Hasan Vahid Tarokh 26 5 0 27 May 2022
Modelling and simulating spatial extremes by combining extreme value theory with generative adversarial networks Younes Boulaguiem Jakob Zscheischler Edoardo Vignotto K. Wiel Sebastian Engelke 15 3 0 30 Oct 2021
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris OODD 23 6 0 28 Oct 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 285 10,354 0 12 Dec 2018
RenderGAN: Generating Realistic Labeled Data Leon Sixt Benjamin Wild Tim Landgraf GAN 158 176 0 04 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,190 0 30 Oct 2016