Scaife, Anna M. M.

1. Galaxy Zoo DESI: Detailed Morphology Measurements for 8.7M Galaxies in the DESI Legacy Imaging Surveys
   2023/09/20 by Mike Walmsley, Walmsley, Mike, Tobias Géron +29 · 13 citations
   Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Data Visualization and Analytics #Statistics Education and Methodologies
2. Radio Galaxy Zoo: Towards building the first multi-purpose foundation model for radio astronomy with self-supervised learning
   2023/05/25 by Inigo Val Slijepcevic, Slijepcevic, Inigo V., Anna M. M. Scaife +11 · 6 citations
   Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Radio Astronomy Observations and Technology
3. MiraBest: A Dataset of Morphologically Classified Radio Galaxies for Machine Learning
   2023/05/18 by Fiona Porter, Porter, Fiona A. M., Anna M. M. Scaife +1 · 4 citations
   Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Cosmic Phenomena #FOS: Computer and information sciences #FOS: Physical sciences #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
4. Towards Galaxy Foundation Models with Hybrid Contrastive Learning
   2022/06/23 by Mike Walmsley, Inigo Val Slijepcevic, Walmsley, Mike +5 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #Multimodal Machine Learning Applications
5. Scaling Laws for Galaxy Images
   2024/04/03 by Mike Walmsley, Walmsley, Mike, Micah Bowles +37 · 3 citations
   Computer Science · #Astrophysics of Galaxies (astro-ph.GA) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences
6. A New Task: Deriving Semantic Class Targets for the Physical Sciences
   2022/10/26 by Micah Bowles, Hongming Tang, Bowles, Micah +19 · 1 citation
   Computer Science · Physics and Astronomy · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Radio Astronomy Observations and Technology