1 code implementation • 25 Mar 2022 • Cédric Huwyler, Martin Melchior
In this work we leverage a weakly-labeled dataset of spectral data from NASAs IRIS satellite for the prediction of solar flares using the Multiple Instance Learning (MIL) paradigm.
no code implementations • 26 Sep 2019 • Mohamad Dia, Elodie Savary, Martin Melchior, Frederic Courbin
In this work, we provide an efficient and realistic data-driven approach to simulate astronomical images using deep generative models from machine learning.