3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Neural Collapse in the Intermediate Hidden Layers of Classification Neural Networks
Liam Parker, Emre Onal, Anton Stengel +1
Neural Collapse (NC) gives a precise description of the representations of classes in the final hidden layer of classification neural networks. This description provides insights i…
astro-ph.CO2022★ 3 cited
Recovering Galaxy Cluster Convergence from Lensed CMB with Generative Adversarial Networks
Liam Parker, Dongwon Han, Pablo Lemos Portela +1
We present a new method which leverages conditional Generative Adversarial Networks (cGAN) to reconstruct galaxy cluster convergence from lensed CMB temperature maps. Our model is…
astro-ph.SR2021
Distances for the RR Lyrae stars UU Ceti, UW Gruis, & W Tucanae
Ross Parker, Liam Parker, Hayden Parker +2
B, V, i, and z bandpass observations were collected in late 2020 for three RRab type stars: UU Ceti, UW Gruis, and W Tucanae. The period-luminosity (PL) relationships of Catalen et…