Towards Synthetic Multivariate Time Series Generation for Flare Forecasting

16 May 2021

Papers citing "Towards Synthetic Multivariate Time Series Generation for Flare Forecasting"

9 / 9 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 270 30,123 0 01 Mar 2022
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events Azim Ahmadzadeh Berkay Aydin M. Georgoulis Dustin J. Kempton Sushant S. Mahajan R. Angryk 42 54 0 12 Mar 2021
Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data Azim Ahmadzadeh Maxwell Hostetter Berkay Aydin M. Georgoulis Dustin J. Kempton Sushant S. Mahajan R. Angryk 26 22 0 20 Nov 2019
Everybody Dance Now Caroline Chan Shiry Ginosar Tinghui Zhou Alexei A. Efros 105 777 0 22 Aug 2018
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 95 788 0 08 Jun 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 102 520 0 29 Nov 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 157 4,235 0 12 Jun 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 250 14,008 0 19 Nov 2015
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 258 10,409 0 06 Nov 2014