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cs.CV2021★ 1 cited
Explainability in CNN Models By Means of Z-Scores
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Leif Toudal Pedersen
This paper explores the similarities of output layers in Neural Networks (NNs) with logistic regression to explain importance of inputs by Z-scores. The network analyzed, a network…
cs.CV2017
Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models
David Malmgren-Hansen, Allan Aasbjerg Nielsen, Rasmus Engholm
Convolutional Neural Networks (Convnets) have achieved good results in a range of computer vision tasks the recent years. Though given a lot of attention, visualizing the learned r…