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Mathematical Foundations of Generative AI, Quiz 2

May 2026 term, 16 Aug 2026, Set 1

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Deterministic neural network
B.
Probabilistic neural network

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Question text from the original paper, with its maths as pictures A Variational Autoencoder (VAE) has been trained on a dataset. Which of the following procedures correctly generates a new data sample from the trained model? Question text from the original paper, with its maths as pictures Figure from the original question paper Question text from the original paper, with its maths as pictures Figure from the original question paper Question text from the original paper, with its maths as pictures