ASTROMER - A transformer-based embedding for the representation of light curves
A&A, 670 (2023) A54
Published online: 2023-02-03
Articles citing this article
The Citing articles tool gives a list of articles citing the current article.
The citing articles come from EDP Sciences database, as well as other publishers participating in CrossRef Cited-by Linking Program. You can set up your personal account to receive an email alert each time this article is cited by a new article (see the menu on the right-hand side of the abstract page).
Cited article:
This article has been cited by the following article(s):
Uncertainty estimation for time series classification
M. Cádiz-Leyton, G. Cabrera-Vives, P. Protopapas, D. Moreno-Cartagena, C. Donoso-Oliva and I. BeckerAstronomy & Astrophysics 699 A168 (2025)
https://doi.org/10.1051/0004-6361/202453388
Accelerating Long-period Exoplanet Discovery by Combining Deep Learning and Citizen Science
Shreshth A. Malik, Nora L. Eisner, Ian R. Mason, Sofia Platymesi, Suzanne Aigrain, Stephen J. Roberts, Yarin Gal and Chris J. LintottThe Astronomical Journal 170 (1) 39 (2025)
https://doi.org/10.3847/1538-3881/add46d
STAR NRE: solving supernova selection effects with set-based truncated auto-regressive neural ratio estimation
Konstantin Karchev and Roberto TrottaJournal of Cosmology and Astroparticle Physics 2025 (07) 031 (2025)
https://doi.org/10.1088/1475-7516/2025/07/031
A self-regulated convolutional neural network for classifying variable stars
F Pérez-Galarce, J Martínez-Palomera, K Pichara, P Huijse and M CatelanMonthly Notices of the Royal Astronomical Society 540 (4) 3263 (2025)
https://doi.org/10.1093/mnras/staf840
Multiband embeddings of light curves
I. Becker, P. Protopapas, M. Catelan and K. PicharaAstronomy & Astrophysics 694 A183 (2025)
https://doi.org/10.1051/0004-6361/202347461
Real-time Light Curve Classification Framework for the Wide Field Survey Telescope Using Modified Semisupervised Variational Autoencoder
Yongling 永灵 Tang 唐, Lulu 璐璐 Fan 范, Zhen 振 Wan 宛, Yating 雅婷 Liu 刘 and Yan 岩 Lu 陆The Astronomical Journal 169 (6) 304 (2025)
https://doi.org/10.3847/1538-3881/adcac0
AstroM3: A Self-supervised Multimodal Model for Astronomy
M. Rizhko and J. S. BloomThe Astronomical Journal 170 (1) 28 (2025)
https://doi.org/10.3847/1538-3881/adcbad
Anomaly Detection and Approximate Similarity Searches of Transients in Real-time Data Streams
P. D. Aleo, A. W. Engel, G. Narayan, C. R. Angus, K. Malanchev, K. Auchettl, V. F. Baldassare, A. Berres, T. J. L. de Boer, B. M. Boyd, K. C. Chambers, K. W. Davis, N. Esquivel, D. Farias, R. J. Foley, A. Gagliano, C. Gall, H. Gao, S. Gomez, M. Grayling, D. O. Jones, C.-C. Lin, E. A. Magnier, K. S. Mandel, T. Matheson, et al.The Astrophysical Journal 974 (2) 172 (2024)
https://doi.org/10.3847/1538-4357/ad6869
A short trajectory is all you need: A transformer-based model for long-time dissipative quantum dynamics
Luis E. Herrera Rodríguez and Alexei A. KananenkaThe Journal of Chemical Physics 161 (17) (2024)
https://doi.org/10.1063/5.0232871
ATAT: Astronomical Transformer for time series and Tabular data
G. Cabrera-Vives, D. Moreno-Cartagena, N. Astorga, I. Reyes-Jainaga, F. Förster, P. Huijse, J. Arredondo, A. M. Muñoz Arancibia, A. Bayo, M. Catelan, P. A. Estévez, P. Sánchez-Sáez, A. Álvarez, P. Castellanos, P. Gallardo, A. Moya and D. Rodriguez-ManciniAstronomy & Astrophysics 689 A289 (2024)
https://doi.org/10.1051/0004-6361/202449475
2086 209 (2024)
https://doi.org/10.1007/978-3-031-67826-4_16
Application of Convolutional Neural Networks to time domain astrophysics. 2D image analysis of OGLE light curves
N. Monsalves, M. Jaque Arancibia, A. Bayo, P. Sánchez-Sáez, R. Angeloni, G. Damke and J. Segura Van de PerreAstronomy & Astrophysics 691 A106 (2024)
https://doi.org/10.1051/0004-6361/202449995
PICZL: Image-based photometric redshifts for AGN
W. Roster, M. Salvato, S. Krippendorf, A. Saxena, R. Shirley, J. Buchner, J. Wolf, T. Dwelly, F. E. Bauer, J. Aird, C. Ricci, R. J. Assef, S. F. Anderson, X. Liu, A. Merloni, J. Weller and K. NandraAstronomy & Astrophysics 692 A260 (2024)
https://doi.org/10.1051/0004-6361/202452361
Stellar Classification with Vision Transformer and SDSS Photometric Images
Yi Yang and Xin LiUniverse 10 (5) 214 (2024)
https://doi.org/10.3390/universe10050214
TEGLIE: Transformer encoders as strong gravitational lens finders in KiDS
M. Grespan, H. Thuruthipilly, A. Pollo, M. Lochner, M. Biesiada and V. EtsebethAstronomy & Astrophysics 688 A34 (2024)
https://doi.org/10.1051/0004-6361/202449929
Identifying Light-curve Signals with a Deep-learning-based Object Detection Algorithm. II. A General Light-curve Classification Framework
Kaiming Cui, D. J. Armstrong and Fabo FengThe Astrophysical Journal Supplement Series 274 (2) 29 (2024)
https://doi.org/10.3847/1538-4365/ad62fd
Persistent and occasional: Searching for the variable population of the ZTF/4MOST sky using ZTF Data Release 11
P. Sánchez-Sáez, J. Arredondo, A. Bayo, P. Arévalo, F. E. Bauer, G. Cabrera-Vives, M. Catelan, P. Coppi, P. A. Estévez, F. Förster, L. Hernández-García, P. Huijse, R. Kurtev, P. Lira, A. M. Muñoz Arancibia and G. PignataAstronomy & Astrophysics 675 A195 (2023)
https://doi.org/10.1051/0004-6361/202346077
Astronomia ex machina: a history, primer and outlook on neural networks in astronomy
Michael J. Smith and James E. GeachRoyal Society Open Science 10 (5) (2023)
https://doi.org/10.1098/rsos.221454
Deep Multimodal Networks for M-type Star Classification with Paired Spectrum and Photometric Image
Jialin Gao, Jianyu Chen, Jiaqi Wei, Bin Jiang and A-Li LuoPublications of the Astronomical Society of the Pacific 135 (1046) 044503 (2023)
https://doi.org/10.1088/1538-3873/acc7ca
Towards an astronomical foundation model for stars with a transformer-based model
Henry W Leung and Jo BovyMonthly Notices of the Royal Astronomical Society 527 (1) 1494 (2023)
https://doi.org/10.1093/mnras/stad3015