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.
Questions tagged [mc-dropout]
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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…
lebebop
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Regression Model overestimates in train-mode
I have a Deep Learning Regression model to predict some values. The results are fine when I use the model in Evaluation Mode, but when I turn Training Mode on the model tends to overestimate the predictions. (I need to use the model in training mode…
nmb
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