Guillermo Cabrera-Vives

activity

20192026

most citedASTROMER: A transformer-based embedding for the representation of light curves

38 citations · 58 across the 15 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

astro-ph.IM2022★ 38 cited

ASTROMER: A transformer-based embedding for the representation of light curves

C. Donoso-Oliva, I. Becker, P. Protopapas +3

Taking inspiration from natural language embeddings, we present ASTROMER, a transformer-based model to create representations of light curves. ASTROMER was pre-trained in a self-su…

cs.LG2022★ 6 cited

Con $^{2}$ DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations

Manuel Pérez-Carrasco, Pavlos Protopapas, Guillermo Cabrera-Vives

In this work, we present Con $^{2}$ DA, a simple framework that extends recent advances in semi-supervised learning to the semi-supervised domain adaptation (SSDA) problem. Our frame…

ASTROMER: A transformer-based embedding for the representation of light curves

Con2DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations

Con $^{2}$ DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations