6 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 6 cited
Faithful Heteroscedastic Regression with Neural Networks
Andrew Stirn, Hans-Hermann Wessels, Megan Schertzer +3
Heteroscedastic regression models a Gaussian variable's mean and variance as a function of covariates. Parametric methods that employ neural networks for these parameter maps can c…
eess.IV2022★ 2 cited
Empirical Study of Quality Image Assessment for Synthesis of Fetal Head Ultrasound Imaging with DCGANs
Thea Bautista, Jacqueline Matthew, Hamideh Kerdegari +2
In this work, we present an empirical study of DCGANs, including hyperparameter heuristics and image quality assessment, as a way to address the scarcity of datasets to investigate…