MM
M. Madarász
astro-ph.SRastro-ph.GAastro-ph.IMastro-ph.EPcs.LG
On Valency
published · living versionsW_sxfm6uk5·v1 · currentpublished
Data-driven characterisation of variable source light curves with multimodal representation learning
with G. Marton, M. Audard
1 version
Preprints & journals
10 papers in the corpus · 2024–2026Data-driven characterisation of variable source light curves with multimodal representation learning2610.29412v1 · M. Madar'asz, G. Marton, M. Audard2026 · 0 citationsarXivon Valency
The NEMESIS general YSO catalogue - I. Supervised classification with deep learning methods2609.31109v1 · G. Marton, M. Madar'asz, J. Roquette et al.2026 · 0 citationsarXiv
Linking Young Stellar Object Morphology to Evolutionary Stages with Self-Organizing Maps2509.19069v1 · David Hernandez, Odysseas Dionatos, Marc Audard et al.2025 · 0 citationsarXiv
Learning novel representations of variable sources from multi-modal data via autoencoders2505.16320v2 · P. Huijse, J. De Ridder, L. Eyer et al.2025 · 5 citationsA&A 701, A150 (2025)
Exploring Young Stellar Variability with Gaia DR3 light curves2503.23530v2 · Chlo'e Mas, Julia Roquette, Marc Audard et al.2025 · 0 citationsA&A 705, A172 (2026)
A Deep Neural Network Approach to Compact Source Removal2502.18345v2 · M. Madar'asz, G. Marton, I. Gezer et al.2025 · 4 citationsA&A 696, A37 (2025)
SED Modeling of Young Stellar Objects in the Orion Star Formation Complex2502.18629v1 · Ilknur Gezer, G'abor Marton, Julia Roquette et al.2025 · 0 citationsarXiv
The NEMESIS Catalogue of Young Stellar Objects for the Orion Star Formation Complex. I. General description of data curation2501.08486v2 · J. Roquette, M. Audard, D. Hernandez et al.2025 · 8 citationsA&A 702, A63 (2025)
The new Herschel/PACS Point Source Catalogue2406.03116v1 · G'abor Marton, Ilknur Gezer, M'at'e Madar'asz et al.2024 · 17 citationsA&A 688, A203 (2024)
Discovery of a dormant 33 solar-mass black hole in pre-release Gaia astrometry2404.10486v2 · P. Panuzzo, T. Mazeh, F. Arenou et al.2024 · 139 citationsarXiv
Career total: 17 works. 10 are in this corpus.
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