Research graph
References from Periodic Variable Star Classification in Imbalanced Data: A Two-Stage Decoupled Approach with Multimodal Contrastive Learning. Local targets link to admitted publications; unresolved targets remain external evidence.
Variable stars across the observational HR diagram
10.1088/1742-6596/118/1/012010 · 2008 · External reference
The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
10.1088/0004-6256/140/6/1868 · 2010 · External reference
Kepler Planet-Detection Mission: Introduction and First Results
10.1126/science.1185402 · 2010 · External reference
The Catalina Surveys Southern periodic variable star catalogue
10.1093/mnras/stx1085 · 2017 · External reference
OGLE-IV: Fourth Phase of the Optical Gravitational Lensing Experiment
2015 · External reference
Unresolved reference
External reference
Machine Learning Techniques for Stellar Light Curve Classification
10.3847/1538-3881/aac16d · 2018 · External reference
A novel approach for variable star classification based on imbalanced learning
10.1017/pasa.2023.35 · 2023 · External reference
Deep multi-survey classification of variable stars
10.1093/mnras/sty2836 · 2019 · External reference
Variable Star Classification with a Multiple-Input Neural Network
10.3847/1538-4357/ac8df3 · 2022 · External reference
10.3390/galaxies12060075
10.3390/galaxies12060075 · External reference
A recurrent neural network for classification of unevenly sampled variable stars
10.1038/s41550-017-0321-z · 2018 · External reference
Deep Learning and Methods Based on Large Language Models Applied to Stellar Light Curve Classification
10.34133/icomputing.0110 · 2025 · External reference
Classification of imbalanced data: A review
10.1142/s0218001409007326 · 2009 · External reference
Unresolved reference
External reference
Light-curve classification with recurrent neural networks for GOTO: Dealing with imbalanced data
10.1093/mnras/stab1545 · 2021 · External reference
Imbalance learning for variable star classification
10.1093/mnras/staa642 · 2020 · External reference
Periodic Variable Star Classification with Deep Learning: Handling Data Imbalance in an Ensemble Augmentation Way
10.1088/1538-3873/acf15e · 2023 · External reference
A self-regulated convolutional neural network for classifying variable stars
10.1093/mnras/staf840 · 2025 · External reference
10.1109/iccv.2017.47
10.1109/iccv.2017.47 · External reference
A Simple Framework for Contrastive Learning of Visual Representations
2020 · External reference
10.1109/icassp43922.2022.9746248
10.1109/icassp43922.2022.9746248 · External reference
Addressing imbalanced classification with instance generation techniques: IPADE-ID
10.1016/j.neucom.2013.01.050 · 2014 · External reference
10.1109/cvpr.2019.00949
10.1109/cvpr.2019.00949 · External reference
10.21236/ada148241
10.21236/ada148241 · External reference
10.1109/cvpr.2018.00745
10.1109/cvpr.2018.00745 · External reference
Unresolved reference
External reference
A Package for the Automated Classification of Periodic Variable Stars
10.1051/0004-6361/201527188 · 2016 · External reference
Addressing imbalanced classification with instance generation techniques: IPADE-ID
10.1016/j.neucom.2013.01.050 · ExternalCitation · doi-reference
A novel approach for variable star classification based on imbalanced learning
10.1017/pasa.2023.35 · ExternalCitation · doi-reference
A recurrent neural network for classification of unevenly sampled variable stars
10.1038/s41550-017-0321-z · ExternalCitation · doi-reference
A Package for the Automated Classification of Periodic Variable Stars
10.1051/0004-6361/201527188 · ExternalCitation · doi-reference
The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
10.1088/0004-6256/140/6/1868 · ExternalCitation · doi-reference
Periodic Variable Star Classification with Deep Learning: Handling Data Imbalance in an Ensemble Augmentation Way
10.1088/1538-3873/acf15e · ExternalCitation · doi-reference
Variable stars across the observational HR diagram
10.1088/1742-6596/118/1/012010 · ExternalCitation · doi-reference
Imbalance learning for variable star classification
10.1093/mnras/staa642 · ExternalCitation · doi-reference
Light-curve classification with recurrent neural networks for GOTO: Dealing with imbalanced data
10.1093/mnras/stab1545 · ExternalCitation · doi-reference
A self-regulated convolutional neural network for classifying variable stars
10.1093/mnras/staf840 · ExternalCitation · doi-reference
The Catalina Surveys Southern periodic variable star catalogue
10.1093/mnras/stx1085 · ExternalCitation · doi-reference
Deep multi-survey classification of variable stars
10.1093/mnras/sty2836 · ExternalCitation · doi-reference
10.1109/cvpr.2018.00745
10.1109/cvpr.2018.00745 · ExternalCitation · doi-reference
10.1109/cvpr.2019.00949
10.1109/cvpr.2019.00949 · ExternalCitation · doi-reference
10.1109/icassp43922.2022.9746248
10.1109/icassp43922.2022.9746248 · ExternalCitation · doi-reference
10.1109/iccv.2017.47
10.1109/iccv.2017.47 · ExternalCitation · doi-reference
Kepler Planet-Detection Mission: Introduction and First Results
10.1126/science.1185402 · ExternalCitation · doi-reference
Classification of imbalanced data: A review
10.1142/s0218001409007326 · ExternalCitation · doi-reference
10.21236/ada148241
10.21236/ada148241 · ExternalCitation · doi-reference
10.3390/galaxies12060075
10.3390/galaxies12060075 · ExternalCitation · doi-reference
Deep Learning and Methods Based on Large Language Models Applied to Stellar Light Curve Classification
10.34133/icomputing.0110 · ExternalCitation · doi-reference
Machine Learning Techniques for Stellar Light Curve Classification
10.3847/1538-3881/aac16d · ExternalCitation · doi-reference
Variable Star Classification with a Multiple-Input Neural Network
10.3847/1538-4357/ac8df3 · ExternalCitation · doi-reference
