DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks

24 April 2020

Papers citing "DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks"

6 / 6 papers shown

Title
Uncovering Intermediate Variables in Transformers using Circuit Probing Michael A. Lepori Thomas Serre Ellie Pavlick 75 7 0 07 Nov 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 32 9 0 08 Jun 2023
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification A. Ćiprijanović Diana Kafkes Gregory F. Snyder F. Sánchez G. Perdue K. Pedro Brian D. Nord Sandeep Madireddy Stefan M. Wild AAML 42 15 0 28 Dec 2021
DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains A. Ćiprijanović Diana Kafkes K. Downey S. Jenkins G. Perdue Sandeep Madireddy T. Johnston Gregory F. Snyder Brian D. Nord 21 25 0 02 Mar 2021
StarcNet: Machine Learning for Star Cluster Identification Gustavo Pérez M. Messa D. Calzetti Subhransu Maji D. Jung A. Adamo Mattia Siressi 13 11 0 16 Dec 2020
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning Dimitrios Tanoglidis A. Ćiprijanović A. Drlica-Wagner 18 15 0 24 Nov 2020