Questions tagged [mc-dropout]

For questions related to Monte Carlo Dropout (aka MC Dropout or MCD), which is, for example, described in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning" (2015) Yarin Gal et al.

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How can I use Monte Carlo Dropout in a pre-trained CNN model?

In Monte Carlo Dropout (MCD), I know that I should enable dropout during training and testing, then get multiple predictions for the same input $x$ by performing multiple forward passes with $x$, then, for example, average these predictions. Let's…