Question 1
Deterministic neural network
Probabilistic neural network
Question 2
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?
Optimize the KL divergence term during inference until it becomes zero, and then decode the resulting latent representation.
Question 3
To make the critic network deeper.
14 more questions in this paper
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More on the Mathematical Foundations of Generative AI Quiz 2 16 Aug 2026 paper
The IIT Madras BS Mathematical Foundations of Generative AI (Mathematical Foundations of Generative AI) Quiz 2 paper sat on 16 Aug 2026, in the May 2026 term: 17 questions for 48 marks in 120 minutes. The first 3 questions are below. Sign in with Google — it is free — to see the whole paper with its answers and explanations, in learning mode or as a timed mock test.
| Feature | Mathematical Foundations of Generative AI Quiz 2 16 Aug 2026 at a glance |
|---|---|
| Term | May 2026 term |
| Subject | Mathematical Foundations of Generative AI |
| Questions | 17 |
| Marks | 48 |
| Duration | 120 min |
| MCQ | 5 |
| MSQ | 6 |
| Numerical | 6 |
| Official paper | Mathematical Foundations Of Generative Ai 16 Aug 26 |
| Negative marking | No negative marking. |
| Updated |