Cover Image

StarCLR: Contrastive Learning Representation for Astronomical Light Curves

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ding, Junyao, Chen, Xiaodian, Gao, Xinyi, Tang, Xiaoyu, Wang, Shu, Huang, Yang, Qi, Xinyu, Xue, Guirong, Luo, Ali, Liu, Jifeng
Format:	Preprint
Published:	2026
Subjects:	Solar and Stellar Astrophysics Instrumentation and Methods for Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Classification of Periodic Variable Stars from TESS
by: Gao, Xinyi, et al.
Published: (2024)

LightCurve MoE: A Dynamic Sparse Routing Mixture-of-Experts Architecture for Efficient Stellar Light Curve Classification
by: Wang, Cunshi, et al.
Published: (2023)

Variable Star Light Curves in Koopman Space
by: Mekhaël, Nicolas, et al.
Published: (2024)

SpecCLIP: Aligning and Translating Spectroscopic Measurements for Stars
by: Zhao, Xiaosheng, et al.
Published: (2025)

Predicting Stellar Parameters of Massive Stars from Light Curves with Machine Learning
by: Zhang, Rachel C., et al.
Published: (2025)

The Astronomical Plate Digitization at SHAO
by: Yu, Yong, et al.
Published: (2025)

StarEmbed: Benchmarking Time Series Foundation Models on Astronomical Observations of Variable Stars
by: Li, Weijian, et al.
Published: (2025)

Direct Method to Compute Doppler Beaming Factors in Binary Stars
by: Zheng, Chuanjie, et al.
Published: (2024)

The Scaling Law in Stellar Light Curves
by: Pan, Jia-Shu, et al.
Published: (2024)

Periodic Variability of the Central Stars of Planetary Nebulae Surveyed through the Zwicky Transient Facility
by: Chen, Pinjian, et al.
Published: (2025)

Luminis Stellarum et Machina: Applications of Machine Learning in Light Curve Analysis
by: Akhmetali, Almat, et al.
Published: (2025)

The BSN Application-I: Photometric Light Curve Solutions of Contact Binary Systems
by: Paki, Ehsan, et al.
Published: (2025)

Using Light Curve Derivatives to Estimate the Fill-out Factor of Overcontact Binaries
by: Kouzuma, Shinjirou
Published: (2025)

The Extended Atlas of Low-resolution Spectra from the Infrared Astronomical Satellite
by: Sloan, G. C., et al.
Published: (2025)

Half a Million Binary Stars from the low resolution spectra of LAMOST
by: Jing, Yingjie, et al.
Published: (2024)

A Large Sample of JWST/NIRSpec Brown Dwarfs: New Distant Discoveries
by: Tu, Zhijun, et al.
Published: (2025)

Three Brown Dwarfs Masquerading as High-Redshift Galaxies in JWST Observations
by: Tu, Zhijun, et al.
Published: (2025)

GRAVITY+ Wavefront Sensors: High-Contrast, Laser Guide Star, Adaptive Optics systems for the VLTI
by: Bourdarot, G., et al.
Published: (2024)

The T16 Project: Image Subtraction Light Curves from TESS Cycle 1 Full-Frame Images for Stars with T < 16
by: Hartman, Joel, et al.
Published: (2025)

On the Influence of ''Red Leak''of Light Filters on the Brightness Estimates of Stars of Late Spectral Types Illustrated by the Observations of Rapid Variability of Symbiotic Stars
by: Nikishev, G. E., et al.
Published: (2024)

Polka-dotted Stars: a Hierarchical Model for Mapping Stellar Surfaces Using Occultation Light Curves and the Case of TOI-3884
by: Sagynbayeva, Sabina, et al.
Published: (2025)

Estimation of Classical Cepheid's Physical Parameters from NIR Light Curves
by: Balázs, Lajos G., et al.
Published: (2024)

Adding RR Lyrae $y$-Band Template Light Curves to gatspy
by: Ngeow, Chow-Choong, et al.
Published: (2024)

Archives of Photographic PLates for Astronomical USE (APPLAUSE) Digitisation of astronomical plates and their integration into the International Virtual Observatory
by: Enke, Harry, et al.
Published: (2024)

Impact of Spectral Resolution on S-index and Its Application to Spectroscopic Surveys
by: Han, Henggeng, et al.
Published: (2025)

A Large and Precise All-Sky Photometric Standard Star Dataset Across More Than 200 Passbands
by: Xiao, Kai, et al.
Published: (2026)

Measuring Long Stellar Rotation Periods (>10 days) from TESS FFI Light Curves is Possible: An Investigation Using TESS and ZTF
by: Hattori, Soichiro, et al.
Published: (2025)

The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
by: The Multimodal Universe Collaboration, et al.
Published: (2024)

New Rotation Periods from the Kepler Bonus Background Light Curves
by: Claytor, Zachary R., et al.
Published: (2025)

Heartbeat Stars Recognition Based on Recurrent Neural Networks: Method and Validation
by: Li, Min-Yu, et al.
Published: (2025)

Period--Luminosity Relations for Double-mode $δ$ Sct Stars
by: Jia, Qi, et al.
Published: (2025)

Astroconformer: The Prospects of Analyzing Stellar Light Curves with Transformer-Based Deep Learning Models
by: Pan, Jia-Shu, et al.
Published: (2023)

Nested Sampling for ARIMA Model Selection in Astronomical Time-Series Analysis
by: Naik, Ajinkya, et al.
Published: (2025)

PyEMILI: A New Generation Computer-aided Spectral Line Identifier
by: Tu, Zhijun, et al.
Published: (2025)

BeyonCE -- Light Curve Modelling Beyond Circular Eclipsers I. Shallot Explorer
by: van Dam, Dirk, et al.
Published: (2024)

QLP Data Release Notes 004: TESS-Gaia Light Curve Photometry Implementation
by: Petitpas, Glen, et al.
Published: (2026)

The PLATO Multiple Star Working Group (MSWG)
by: Southworth, John, et al.
Published: (2025)

The Optical to Infrared $0.6-5.3\,{\rm μm}$ Dust Extinction Law of the Milky Way with JWST NIRSpec: Westerlund 2
by: Wang, Shu, et al.
Published: (2024)

Estimating the Atmospheric Parameters of Early-type Stars from the Chinese Space Station Telescope (CSST) Slitless Spectra Survey
by: Rao, JiaRui, et al.
Published: (2024)

Interferometry of Massive Stars: Multiplicity, Magnetism, and Stellar Winds
by: Bordier, H. Sana E., et al.
Published: (2025)