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2207.02777
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Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer
6 July 2022
M. Morvan
N. Nikolaou
K. H. Yip
Ingo P. Waldmann
AI4TS
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Papers citing
"Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer"
4 / 4 papers shown
Title
Masked Autoencoders for Ultrasound Signals: Robust Representation Learning for Downstream Applications
Immanuel Roßteutscher
Klaus S. Drese
Thorsten Uphues
72
0
0
28 Aug 2025
Transformers for scientific data: a pedagogical review for astronomers
Dimitrios Tanoglidis
Bhuvnesh Jain
Helen Qu
MedIm
ViT
131
2
0
18 Oct 2023
Self-Supervised Learning for Modeling Gamma-ray Variability in Blazars
A. Brill
MedIm
52
1
0
15 Feb 2023
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy
Royal Society Open Science (RSOS), 2022
Michael J. Smith
James E. Geach
171
46
0
07 Nov 2022
1