A brief review of contrastive learning applied to astrophysics

8 June 2023

Papers citing "A brief review of contrastive learning applied to astrophysics"

10 / 10 papers shown

Title
A review of unsupervised learning in astronomy Sotiria Fotopoulou 38 8 0 25 Jun 2024
AstroPT: Scaling Large Observation Models for Astronomy Michael J. Smith Ryan J. Roberts E. Angeloudi M. Huertas-Company 38 1 0 23 May 2024
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models S. Mishra-Sharma Yiding Song Jesse Thaler 29 7 0 13 Mar 2024
Data Compression and Inference in Cosmology with Self-Supervised Machine Learning Aizhan Akhmetzhanova S. Mishra-Sharma C. Dvorkin AI4CE 19 11 0 18 Aug 2023
Towards Galaxy Foundation Models with Hybrid Contrastive Learning Mike Walmsley I. V. Slijepcevic Micah Bowles A. Scaife VLM 38 15 0 23 Jun 2022
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yemin Shi Yizhou Yu 61 120 0 19 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,774 0 24 Feb 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy A. Smeaton SSL AI4TS 164 684 0 10 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 264 3,369 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 276 10,348 0 12 Dec 2018