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Generative models : a critical review

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Academic year: 2021

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Figure

Figure 2.1 – Illustration of the autoencoder dynamics in the input space (top) and in abstract hidden space (bottom)
Figure 2.2 – An illustration of the process of mapping back to the manifold in the visible space (left) and the hidden space (right)
Figure 2.3 – Diagram illustrating a one-layer fortified network. A network is evaluated with a data sample x and its corresponding adversarial example e x
Table 2.1 – Accuracies against white-box MNIST attacks with FGSM, where the model is a convolutional net
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