...
Brian Kent's demo for the 2023 June AAS splinter session, classifying VLASS sources with a neural network
Point source detection: DEEPSOURCE: point source detection using deep learning
Interferometric imaging with machine learning
...
First AI for Deep Super-resolution Wide-field Imaging in Radio Astronomy: Unveiling Structure in ESO 137-006 (Dabbech et al. 2022; ADS); R2D2 algorithm https://arxiv.org/pdf/2403.05452
3D detection and characterization of ALMA sources through deep learning ADS Github
ESO's BRAIN study (ALMA dev. program) ArXiv
RFI detection and excision
DSC based Dual-Resunet for radio frequency interference identification
U-net based "A Self-learning Neural Network Approach for Radio Frequency Interference Detection and Removal in Radio Astronomy". Here is the Github repo
Other topics
https://www.newyorker.com/magazine/2023/11/20/a-coder-considers-the-waning-days-of-the-craft
...
PyTorch (open source code originally from Facebook)
Kaggle (community published models and code)
Meetings/conferences
ESOGPT (September 2024)
Rare gems in big data, Tucson, May 20-23 2024
International Conference on Machine Learning for Astrophysics ML4ASTRO2
NVidia Deep Learning Institute courses