Micah Bowles

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Learning Models

Physical Sciences

Dirichlet Prior

Labeled Instances

Top Venues

J. Open Source Softw.

Publications

Mike Walmsley, Micah Bowles, Anna M. M. Scaife, Jason Shingirai Makechemu, Alexander J. Gordon, Annette M. N. Ferguson, Robert G. Mann, James Pearson, Jürgen J. Popp, Jo Bovy, Josh Speagle, Hugh Dickinson, Lucy Fortson, Tobias Géron, Sandor Kruk, Chris J. Lintott, Kameswara Bharadwaj Mantha, Devina Mohan, David O'Ryan, Inigo V. Slijepcevic
Scaling Laws for Galaxy Images. CoRR (2024)
Noe Dia, M. J. Yantovski-Barth, Alexandre Adam, Micah Bowles, Pablo Lemos, Anna M. M. Scaife, Yashar Hezaveh, Laurence Perreault Levasseur
Bayesian Imaging for Radio Interferometry with Score-Based Priors. CoRR (2023)
Mike Walmsley, Campbell Allen, Ben Aussel, Micah Bowles, Kasia Gregorowicz, Inigo Val Slijepcevic, Chris J. Lintott, Anna M. M. Scaife, Maja Jablonska, Kosio Karchev, Denise Lanzieri, Devina Mohan, David O'Ryan, Bharath Saiguhan, Crisel Suárez, Nicolás Guerra-Varas, Renuka Velu
Zoobot: Adaptable Deep Learning Models for Galaxy Morphology. J. Open Source Softw. 8 (87) (2023)
Inigo V. Slijepcevic, Anna M. M. Scaife, Mike Walmsley, Micah Bowles, Ivy Wong, Stanislav S. Shabala, Hongming Tang
Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift. CoRR (2022)
Micah Bowles, Hongming Tang, Eleni Vardoulaki, Emma L. Alexander, Yan Luo, Lawrence Rudnick, Mike Walmsley, Fiona Porter, Anna M. M. Scaife, Inigo Val Slijepcevic, Gary Segal
A New Task: Deriving Semantic Class Targets for the Physical Sciences. CoRR (2022)
Devina Mohan, Anna M. M. Scaife, Fiona Porter, Mike Walmsley, Micah Bowles
Quantifying Uncertainty in Deep Learning Approaches to Radio Galaxy Classification. CoRR (2022)
Mike Walmsley, Inigo Val Slijepcevic, Micah Bowles, Anna M. M. Scaife
Towards Galaxy Foundation Models with Hybrid Contrastive Learning. CoRR (2022)
Micah Bowles, Matthew Bromley, Max Allen, Anna Scaife
E(2) Equivariant Self-Attention for Radio Astronomy. CoRR (2021)
Micah Bowles, Anna M. M. Scaife, Fiona Porter, Hongming Tang, David J. Bastien
Attention-gating for improved radio galaxy classification. CoRR (2020)