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diff --git a/report/paper.md b/report/paper.md index 522eaed..1989472 100644 --- a/report/paper.md +++ b/report/paper.md @@ -126,11 +126,13 @@ We evaluate permutations of the architecture involving: ### Inception Score -Inception score is calculated as introduced by Tim Salimans et. al [@improved]. However as we are evaluating MNIST, we use LeNet as the basis of the inceptioen score. +Inception score is calculated as introduced by Tim Salimans et. al [@improved]. However as we are evaluating MNIST, we use LeNet-5 [@lenet] as the basis of the inceptioen score. We use the logits extracted from LeNet: $$ \textrm{IS}(x) = \exp(\mathbb{E}_x \left( \textrm{KL} ( p(y\mid x) \| p(y) ) \right) ) $$ +We further report the classification accuracy as found with LeNet. + ### Classifier Architecture Used \begin{table}[] |