Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer

6 July 2022

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 100 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 72 1 0 15 Feb 2023
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomyRoyal Society Open Science (RSOS), 2022 Michael J. Smith James E. Geach 179 48 0 07 Nov 2022