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mwalmsley 

authored 19 papers 8 months ago

Identification of Low Surface Brightness Tidal Features in Galaxies Using Convolutional Neural Networks

Paper • 1811.11616 • Published Nov 28, 2018

Modeling with the Crowd: Optimizing the Human-Machine Partnership with Zooniverse

Paper • 1903.07776 • Published Mar 19, 2019

The Effect of Minor and Major Mergers on the Evolution of Low Excitation Radio Galaxies

Paper • 1905.00018 • Published Apr 30, 2019

Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning

Paper • 1905.07424 • Published May 17, 2019

Quantifying the Poor Purity and Completeness of Morphological Samples Selected by Galaxy Colour

Paper • 2112.04507 • Published Dec 8, 2021

Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies

Paper • 2102.08414 • Published Feb 16, 2021

Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift

Paper • 2204.08816 • Published Apr 19, 2022

Practical Galaxy Morphology Tools from Deep Supervised Representation Learning

Paper • 2110.12735 • Published Oct 25, 2021

Towards Galaxy Foundation Models with Hybrid Contrastive Learning

Paper • 2206.11927 • Published Jun 23, 2022

Galaxy Zoo: Clump Scout -- Design and first application of a two-dimensional aggregation tool for citizen science

Paper • 2210.03684 • Published Oct 7, 2022

A New Task: Deriving Semantic Class Targets for the Physical Sciences

Paper • 2210.14760 • Published Oct 26, 2022

Galaxy Zoo: Kinematics of strongly and weakly barred galaxies

Paper • 2302.05464 • Published Feb 10, 2023

Harnessing the Hubble Space Telescope Archives: A Catalogue of 21,926 Interacting Galaxies

Paper • 2303.00366 • Published Mar 1, 2023

Galaxy Zoo DESI: Detailed Morphology Measurements for 8.7M Galaxies in the DESI Legacy Imaging Surveys

Paper • 2309.11425 • Published Sep 20, 2023

Deep Learning Segmentation of Spiral Arms and Bars

Paper • 2312.02908 • Published Dec 5, 2023

Rare Galaxy Classes Identified In Foundation Model Representations

Paper • 2312.02910 • Published Dec 5, 2023

Astronomaly at scale: searching for anomalies amongst 4 million galaxies

Paper • 2309.08660 • Published Sep 15, 2023

Transfer learning for galaxy feature detection: Finding Giant Star-forming Clumps in low redshift galaxies using Faster R-CNN

Paper • 2312.03503 • Published Dec 6, 2023

Scaling Laws for Galaxy Images

Paper • 2404.02973 • Published Apr 3, 2024