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cs.LG2024
Evaluating Bayesian deep learning for radio galaxy classification
Devina Mohan, Anna M. M. Scaife
The radio astronomy community is rapidly adopting deep learning techniques to deal with the huge data volumes expected from the next generation of radio observatories. Bayesian neu…
cs.CV2024★ 2 cited
Scaling Laws for Galaxy Images
Mike Walmsley, Micah Bowles, Anna M. M. Scaife +17
We present the first systematic investigation of supervised scaling laws outside of an ImageNet-like context - on images of galaxies. We use 840k galaxy images and over 100M annota…