291 citations
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR56 papers
- Centre National de la Recherche ScientifiqueFR51 papers
- Université de MontpellierFR51 papers
- Institut Agro MontpellierFR23 papers
- UMR Botanique et Modélisation de l’Architecture des Plantes et des végétationsFR22 papers
- AgroParisTechFR21 papers
- Territoires, Environnement, Télédétection et Information SpatialeFR20 papers
- Institut de Recherche pour le DéveloppementFR19 papers
- Ingénierie des Agropolymères et Technologies EmergentesFR15 papers
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR15 papers
- Agropolis InternationalFR13 papers
- Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicalesFR12 papers
Showing astro-ph.IMShow all
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astro-ph.IM2023★ 3 cited
Astronomical image time series classification using CONVolutional attENTION (ConvEntion)
Anass Bairouk, Marc Chaumont, Dominique Fouchez +3
Aims. The treatment of astronomical image time series has won increasing attention in recent years. Indeed, numerous surveys following up on transient objects are in progress or un…
astro-ph.IM2022
Photometric Redshift Estimation with Convolutional Neural Networks and Galaxy Images: A Case Study of Resolving Biases in Data-Driven Methods
Q. Lin, D. Fouchez, J. Pasquet +4
Deep Learning models have been increasingly exploited in astrophysical studies, yet such data-driven algorithms are prone to producing biased outputs detrimental for subsequent ana…
astro-ph.IM2019★ 50 cited
PELICAN: deeP architecturE for the LIght Curve ANalysis
Johanna Pasquet, Jérôme Pasquet, Marc Chaumont +1
We developed a deeP architecturE for the LIght Curve ANalysis (PELICAN) for the characterization and the classification of light curves. It takes light curves as input, without any…