Leveraging pre-trained vision Transformers for multi-band photometric light curve classification
Fuente:
arXiv
Saved in:
| Main Authors: | Moreno-Cartagena, Daniel, Protopapas, Pavlos, Cabrera-Vives, Guillermo, Cádiz-Leyton, Martina, Becker, Ignacio, Donoso-Oliva, Cristóbal |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Uncertainty estimation for time series classification: Exploring predictive uncertainty in transformer-based models for variable stars
by: Cádiz-Leyton, Martina, et al.
Published: (2024)
by: Cádiz-Leyton, Martina, et al.
Published: (2024)
Astromer 2
by: Donoso-Oliva, Cristobal, et al.
Published: (2025)
by: Donoso-Oliva, Cristobal, et al.
Published: (2025)
Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances
by: Cádiz-Leyton, Martina, et al.
Published: (2024)
by: Cádiz-Leyton, Martina, et al.
Published: (2024)
Astro-MoE: Mixture of Experts for Multiband Astronomical Time Series
by: Cádiz-Leyton, Martina, et al.
Published: (2025)
by: Cádiz-Leyton, Martina, et al.
Published: (2025)
ASTROCO: Self-Supervised Conformer-Style Transformers for Light-Curve Embeddings
by: Tan, Antony, et al.
Published: (2025)
by: Tan, Antony, et al.
Published: (2025)
Applying Vision Transformers on Spectral Analysis of Astronomical Objects
by: Moraes, Luis Felipe Strano, et al.
Published: (2025)
by: Moraes, Luis Felipe Strano, et al.
Published: (2025)
Multivariate Time-series Transformer Embeddings for Light Curves
by: Chiong, Gabriel, et al.
Published: (2025)
by: Chiong, Gabriel, et al.
Published: (2025)
One-Shot Transfer Learning for Nonlinear PDEs with Perturbative PINNs
by: Auroy, Samuel, et al.
Published: (2025)
by: Auroy, Samuel, et al.
Published: (2025)
Chebyshev-Augmented One-Shot Transfer Learning for PINNs on Nonlinear Differential Equations
by: Rao, Yiqi, et al.
Published: (2026)
by: Rao, Yiqi, et al.
Published: (2026)
Gradient Scaling Effects in Adaptive Spectral PINNs for Stiff Nonlinear ODEs
by: Yepes, Isabela M., et al.
Published: (2026)
by: Yepes, Isabela M., et al.
Published: (2026)
PTL-PINNs: Perturbation-Guided Transfer Learning with Physics- Informed Neural Networks for Nonlinear Systems
by: Alexandrino, Duarte, et al.
Published: (2026)
by: Alexandrino, Duarte, et al.
Published: (2026)
Stiff Transfer Learning for Physics-Informed Neural Networks
by: Seiler, Emilien, et al.
Published: (2025)
by: Seiler, Emilien, et al.
Published: (2025)
Astrometric and photometric characterization of $η$ Tel B combining two decades of observations
by: Nogueira, P. H., et al.
Published: (2024)
by: Nogueira, P. H., et al.
Published: (2024)
Convivencia escolar en Latinoamérica: una revisión de literatura latinoamericana (2007-2017)
by: Ignacio Leyton-Leyton
Published: (2020)
by: Ignacio Leyton-Leyton
Published: (2020)
Recent Advances of NeuroDiffEq -- An Open-Source Library for Physics-Informed Neural Networks
by: Liu, Shuheng, et al.
Published: (2025)
by: Liu, Shuheng, et al.
Published: (2025)
Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles
by: Flores, Pablo, et al.
Published: (2025)
by: Flores, Pablo, et al.
Published: (2025)
Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer
by: Moreno-Cartagena, Daniel, et al.
Published: (2025)
by: Moreno-Cartagena, Daniel, et al.
Published: (2025)
Learning embeddings of non-linear PDEs: the Burgers' equation
by: Tarancón-Álvarez, Pedro, et al.
Published: (2026)
by: Tarancón-Álvarez, Pedro, et al.
Published: (2026)
Dermoscopic Findings in Linear Acral Melanocytic Nevi: Case Series and Literature Review
by: Raúl Cabrera, et al.
Published: (2025)
by: Raúl Cabrera, et al.
Published: (2025)
Improving Router Security using BERT
by: Carter, John, et al.
Published: (2026)
by: Carter, John, et al.
Published: (2026)
Efficient PINNs via Multi-Head Unimodular Regularization of the Solutions Space
by: Tarancón-Álvarez, Pedro, et al.
Published: (2025)
by: Tarancón-Álvarez, Pedro, et al.
Published: (2025)
The Kodaira classification of the moduli of hyperelliptic curves
by: Barros, Ignacio, et al.
Published: (2021)
by: Barros, Ignacio, et al.
Published: (2021)
J-VAR: Analysis of RR Lyrae light curves in seven optical bands
by: Kulkarni, S., et al.
Published: (2025)
by: Kulkarni, S., et al.
Published: (2025)
On the use of field RR Lyrae as Galactic probes VII. light curve templates in the LSST photometric system
by: Braga, V. F., et al.
Published: (2024)
by: Braga, V. F., et al.
Published: (2024)
Why pre-training is beneficial for downstream classification tasks?
by: Jiang, Xin, et al.
Published: (2024)
by: Jiang, Xin, et al.
Published: (2024)
Caracterización de Ambientes Educativos y la Propensión a Enseñar, y sus Relaciones Dinámicas, a través de Modelamiento Fuzzy e ID3 Fuzzy
by: Guillermo Leyton G.
Published: (2014)
by: Guillermo Leyton G.
Published: (2014)
OmDet: Large-scale vision-language multi-dataset pre-training with multimodal detection network
by: Zhao, Tiancheng, et al.
Published: (2022)
by: Zhao, Tiancheng, et al.
Published: (2022)
Metric spaces with small rough angles and the rectifiability of rough self-contracting curves
by: Durand-Cartagena, Estibalitz, et al.
Published: (2025)
by: Durand-Cartagena, Estibalitz, et al.
Published: (2025)
ABC-SN: Attention Based Classifier for Supernova Spectra
by: Fortino, Willow Fox, et al.
Published: (2025)
by: Fortino, Willow Fox, et al.
Published: (2025)
Faster Bayesian inference with neural network bundles and new results for $f(R)$ models
by: Chantada, Augusto T., et al.
Published: (2023)
by: Chantada, Augusto T., et al.
Published: (2023)
Multiband Embeddings of Light Curves
by: Becker, I., et al.
Published: (2025)
by: Becker, I., et al.
Published: (2025)
Influencia del pH sobre la estabilidad de preparados de inmunoglobulinas intravenosas para uso humano durante el almacenamiento
by: Armando Cádiz
Published: (2000)
by: Armando Cádiz
Published: (2000)
¿Profesores competentes o humanizadores?
by: Janet Cádiz
Published: (2012)
by: Janet Cádiz
Published: (2012)
Inactivación viral en el Intacglobín por el pH y la temperatura
by: Armando Cádiz
Published: (2001)
by: Armando Cádiz
Published: (2001)
Exact and approximate error bounds for physics-informed neural networks
by: Chantada, Augusto T., et al.
Published: (2024)
by: Chantada, Augusto T., et al.
Published: (2024)
Evolution of linear matter perturbations with error-bounded bundle physics-informed neural networks
by: Bachar, Luca Gomez, et al.
Published: (2025)
by: Bachar, Luca Gomez, et al.
Published: (2025)
Multiband neural network classification of ZTF light curves as LSST proxies
by: Szklenár, Tamás, et al.
Published: (2025)
by: Szklenár, Tamás, et al.
Published: (2025)
AMPEL workflows for LSST: Modular and reproducible real-time photometric classification
by: Nordin, Jakob, et al.
Published: (2025)
by: Nordin, Jakob, et al.
Published: (2025)
Characterization of starspots on a young M-dwarf K2-25: multi-band observations of stellar photometric variability and planetary transits
by: Mori, Mayuko, et al.
Published: (2024)
by: Mori, Mayuko, et al.
Published: (2024)
Reseña de "I "sophoi" di Elea: Parmenide e Zenone" de Rossetti, Livio
by: Maria Protopapas-Marneli
Published: (2009)
by: Maria Protopapas-Marneli
Published: (2009)
Similar Items
-
Uncertainty estimation for time series classification: Exploring predictive uncertainty in transformer-based models for variable stars
by: Cádiz-Leyton, Martina, et al.
Published: (2024) -
Astromer 2
by: Donoso-Oliva, Cristobal, et al.
Published: (2025) -
Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances
by: Cádiz-Leyton, Martina, et al.
Published: (2024) -
Astro-MoE: Mixture of Experts for Multiband Astronomical Time Series
by: Cádiz-Leyton, Martina, et al.
Published: (2025) -
ASTROCO: Self-Supervised Conformer-Style Transformers for Light-Curve Embeddings
by: Tan, Antony, et al.
Published: (2025)