The Euclid Data Processing Challenges. - Pierre Dubath; Nikolaos Apostolakos; Andrea Bonchi; Andrey N. Belikov; Massimo Brescia; Stefano Cavuoti; Peter Capak; Jean Coupon; Christophe Dabin; Hubert Degaudenzi; Shantanu Desai; Florian Dubath; et al. (Astroinformatics, 2016)

DCT-Tensor-Net for Solar Flares Detection on IRIS Data. - Denis Ullmann; Slava Voloshynovskiy; Lucia Kleint; Sam Krucker; Martin Melchior; Cédric Huwyler; Brandon Panos (EUVIP, 2018)

The data processing pipeline for the Herschel1 - HIFI instrument. - Kevin Edwards; Russell F. Shipman; D. Kester; Andrea Lorenzani; Martin Melchior (Astron. Comput., 2019)

Galaxy Image Simulation Using Progressive GANs. - Mohamad Dia; Elodie Savary; Martin Melchior; Frederic Courbin (CoRR, 2019)

Exploring Predictive Capabilities of GOES and SDO/EVE Data for Flare Forecasting. - Jonathan Ehrengruber; Martin Melchior (IEEE BigData, 2020)

Using multiple instance learning for explainable solar flare prediction. - Cédric Huwyler; Martin Melchior (Astron. Comput., 2022)

Comparative Deep Learning Architectures to Detect Tiny Features in Ophthalmic Imaging. - Julia Hartmann; Peter Maloca; Cédric Huwyler; Martin Melchior; Susanne Suter (SDS, 2023)

Evaluation metrics for galaxy image generators. - Stefan Hackstein; Vitaliy Kinakh; C. Bailer; Martin Melchior (Astron. Comput., 2023)

Semantic or Instance Segmentation? A Dental Imaging Perspective. - Simone Bonato; Melanie Mathys; Tobias Minder; Julia Hartmann; Florian Schärer; Lisa Kropf; Martin Melchior; Susanne Suter (SDS, 2025)

Detection of Foreign Objects in Compost Fertilizer. - Roman Studer; Martin Melchior; Raffael Schreiber; Petar Mandaliev; Julien Dupont (SDS, 2025)