Search Results for author: Martin Melchior

Found 2 papers, 1 papers with code

Using Multiple Instance Learning for Explainable Solar Flare Prediction

1 code implementation25 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.

Multiple Instance Learning Solar Flare Prediction +2

Galaxy Image Simulation Using Progressive GANs

no code implementations26 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.

BIG-bench Machine Learning Generative Adversarial Network

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