Publications (26)
Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems
Gabriel Missael Barco, Alexandre Adam, Connor Stone +2
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data
The Multimodal Universe Collaboration, Jeroen Audenaert, Micah Bowles +26
The Intrinsic Flattening of Galaxy Disks
Jeremy Favaro, Stéphane Courteau, Sébastien Comerón +1
AutoProf -- I. An automated non-parametric light profile pipeline for modern galaxy surveys
Connor Stone, Nikhil Arora, Stéphane Courteau +1
Mind the Information Gap: Unveiling Detailed Morphologies of z 0.5-1.0 Galaxies with SLACS Strong Lenses and Data-Driven Analysis
Ronan Legin, Connor Stone, Alexandre Adam +5
MaNGA galaxy properties -- I. An extensive optical, mid-infrared photometric, and environmental catalogue
Nikhil Arora, Connor Stone, Stéphane Courteau +1
MaNGA galaxy properties -- II. A detailed comparison of observed and simulated spiral galaxy scaling relations
Nikhil Arora, Stéphane Courteau, Connor Stone +1
Neural Deprojection of Galaxy Stellar Mass Profiles
M. J. Yantovski-Barth, Hengyue Zhang, Nolan Smyth +4
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation
Pablo Lemos, Sammy Sharief, Nikolay Malkin +4
Realistic galaxy image simulation via score-based generative models
Michael J. Smith, James E. Geach, Ryan A. Jackson +3
Pixellated Posterior Sampling of Point Spread Functions in Astronomical Images
Connor Stone, Ronan Legin, Alexandre Adam +4
AstroPhot: Fitting Everything Everywhere All at Once in Astronomical Images
Connor Stone, Stephane Courteau, Jean-Charles Cuillandre +3
NIHAO-LG: The uniqueness of Local Group dwarf galaxies
Nikhil Arora, Andrea V. Macció, Stéphane Courteau +8
Echoes in the Noise: Posterior Samples of Faint Galaxy Surface Brightness Profiles with Score-Based Likelihoods and Priors
Alexandre Adam, Connor Stone, Connor Bottrell +3
PROBES-I: A Compendium of Deep Rotation Curves and Matched multiband Photometry
Connor Stone, Stephane Courteau, Nikhil Arora +2
The dark balance: quantifying the inner halo response to active galactic nuclei feedback in galaxies
Nikhil Arora, Stephane Courteau, Andrea V. Maccio +3
The Intrinsic Scatter of the Radial Acceleration Relation
Connor Stone, Stephane Courteau
Population-Level Inference of Strong Gravitational Lenses with Neural Network-Based Selection Correction
Ronan Legin, Connor Stone, Yashar Hezaveh +1
The Nearly Universal Disk Galaxy Rotation Curve
Raj Patel, Nikhil Arora, Stéphane Courteau +3
The Intrinsic Scatter of Galaxy Scaling Relations
Connor Stone, Stéphane Courteau, Nikhil Arora
The diversity of spiral galaxies explained
Matthew Frosst, Stéphane Courteau, Nikhil Arora +3
Caustics: A Python Package for Accelerated Strong Gravitational Lensing Simulations
Connor Stone, Alexandre Adam, Adam Coogan +9
Pix2Prof: fast extraction of sequential information from galaxy imagery via a deep natural language 'captioning' model
Michael J. Smith, Nikhil Arora, Connor Stone +2
UNIONS: The Ultraviolet Near-Infrared Optical Northern Survey
Stephen Gwyn, Alan W. McConnachie, Jean-Charles Cuillandre +86
The Spectroscopy and H-band Imaging of Virgo cluster galaxies (SHIVir) Survey: Data Catalogue and Kinematic Profiles
Nathalie N. -Q. Ouellette, Stéphane Courteau, Jon A. Holtzman +10
Blind Strong Gravitational Lensing Inversion: Joint Inference of Source and Lens Mass with Score-Based Models
Gabriel Missael Barco, Ronan Legin, Connor Stone +2