DeepMerge II: Building Robust Deep Learning Algorithms for Merging
Galaxy Identification Across Domains

DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains

2 March 2021

A. Ćiprijanović

Sandeep Madireddy

Gregory F. Snyder

Papers citing "DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains"

10 / 10 papers shown

Title
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification Shrihan Agarwal A. Ćiprijanović Brian D. Nord OOD 43 0 0 08 Jan 2025
Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks Nikhil Garuda John F. Wu Dylan Nelson Annalisa Pillepich 67 0 0 19 Nov 2024
Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Paxson Swierc Marcos Tamargo-Arizmendi A. Ćiprijanović Brian D. Nord 33 1 0 21 Oct 2024
Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets Andrea Roncoli A. Ćiprijanović M. Voetberg F. Villaescusa-Navarro Brian D. Nord AI4CE OOD 21 5 0 02 Nov 2023
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection A. Ćiprijanović Ashia Lewis K. Pedro Sandeep Madireddy Brian D. Nord G. Perdue Stefan M. Wild 36 14 0 03 Feb 2023
Target Detection Framework for Lobster Eye X-Ray Telescopes with Machine Learning Algorithms P. Jia Wenbo Liu Y. Liu H. Pan 6 4 0 11 Dec 2022
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection A. Ćiprijanović Ashia Lewis K. Pedro Sandeep Madireddy Brian D. Nord G. Perdue Stefan M. Wild OOD 26 7 0 01 Nov 2022
Machine Learning and Cosmology C. Dvorkin S. Mishra-Sharma Brian D. Nord V. A. Villar Camille Avestruz ... A. Ćiprijanović Andrew J. Connolly L. Garrison G. Narayan F. Villaescusa-Navarro AI4CE 18 12 0 15 Mar 2022
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 31 15 0 28 Dec 2021
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning Dimitrios Tanoglidis A. Ćiprijanović A. Drlica-Wagner 15 15 0 24 Nov 2020