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Mathematical Foundations of Generative AI End Term: 31 August 2025, Set QDB1 (May 2025 term)

Question 1

+2 marksOne correct option
  1. A
  2. B
  3. C
  4. D

Question 2

+3 marksOne correct option
  1. A
  2. B
  3. C
  4. D

Question 3

+4 marksOne correct option

Starting from 4×4 spatial size, apply four ConvTranspose2d blocks each with kernel 4, stride 2, padding 1. Final spatial size is:

  1. A

    16 × 16

  2. B

    32 × 32

  3. C

    64 × 64

  4. D

    128 × 128

19 more questions in this paper

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More on the Mathematical Foundations of Generative AI End Term 31 Aug 2025 Set QDB1 paper

The IIT Madras BS Mathematical Foundations of Generative AI (Mathematical Foundations of Generative AI) End Term paper sat on 31 Aug 2025, in the May 2025 term, set QDB1: 22 questions for 100 marks in 180 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.

FeatureMathematical Foundations of Generative AI End Term 31 Aug 2025 Set QDB1 at a glance
TermMay 2025 term
SubjectMathematical Foundations of Generative AI
Questions22
Marks100
Duration180 min
MCQ22
Official paperIIT M IMPROVEMENT AN EXAM QIA3 31 Aug 2025
Negative markingNo negative marking.
Updated

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