Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces

8 October 2024

Papers citing "Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces"

4 / 4 papers shown

Title
Label Noise Types and Their Effects on Deep Learning G. Algan ilkay Ulusoy NoLa 75 53 0 23 Mar 2020
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods Eyke Hüllermeier Willem Waegeman PER UD 249 1,427 0 21 Oct 2019
Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem Matthias Hein Maksym Andriushchenko Julian Bitterwolf OODD 172 559 0 13 Dec 2018
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,871 0 14 Jun 2017