Self-Supervised Representation Learning for Astronomical Images

Self-Supervised Representation Learning for Astronomical Images

24 December 2020

Mustafa A. Mustafa

Papers citing "Self-Supervised Representation Learning for Astronomical Images"

12 / 12 papers shown

Title
Scalable Cosmic AI Inference using Cloud Serverless Computing with FMI Mills Staylor Amirreza Dolatpour Fathkouhi Md. Khairul Islam Kaleigh O'Hara Ryan Ghiles Goudjil Geoffrey C. Fox Judy Fox 42 0 0 08 Jan 2025
AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture Amirreza Dolatpour Fathkouhi Geoffrey Charles Fox 21 1 0 03 Sep 2024
Neural Network Emulator for Atmospheric Chemical ODE Zhi-Song Liu Petri S. Clusius Michael Boy 42 3 0 03 Aug 2024
A review of unsupervised learning in astronomy Sotiria Fotopoulou 48 8 0 25 Jun 2024
AstroPT: Scaling Large Observation Models for Astronomy Michael J. Smith Ryan J. Roberts E. Angeloudi M. Huertas-Company 51 1 0 23 May 2024
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models S. Mishra-Sharma Yiding Song Jesse Thaler 49 8 0 13 Mar 2024
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 44 9 0 08 Jun 2023
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 40 32 0 07 Nov 2022
Galaxy Spin Classification I: Z-wise vs S-wise Spirals With Chirality Equivariant Residual Network He Jia Hong-Ming Zhu U. Pen 22 5 0 09 Oct 2022
Towards Galaxy Foundation Models with Hybrid Contrastive Learning Mike Walmsley I. V. Slijepcevic Micah Bowles A. Scaife VLM 45 16 0 23 Jun 2022
Self-supervised similarity search for large scientific datasets G. Stein P. Harrington Jacqueline Blaum Tomislav Medan Z. Lukić 21 21 0 25 Oct 2021
Mining for Strong Gravitational Lenses with Self-supervised Learning G. Stein Jacqueline Blaum P. Harrington Tomislav Medan Z. Lukić 23 30 0 30 Sep 2021