Technology & Programming

AI Intensity Test: 8 Advanced Challenges

Delve into sophisticated AI theories and implementations via precise, expert-level inquiries.

#reinforcement learning#transformers#GANs#attention mechanisms#Adam optimizer#dilated convolutions#BERT#variational autoencoders

Total Questions

Difficulty Level

hard

Progress

0/0

Quiz Questions

Answer all questions below and test your knowledge.

1
What is the time complexity of self-attention in a Transformer for sequence length n?
Question 1
2
In GANs, what does the discriminator network attempt to achieve?
Question 2
3
Which method combats vanishing gradients in RNNs most effectively?
Question 3
4
How does Q-learning differ from SARSA in reinforcement learning?
Question 4
5
In VAEs, the KL divergence in the loss promotes what in the latent space?
Question 5
6
In the Adam optimizer, what are the first and second moments?
Question 6
7
What enables BERT's superior contextual understanding?
Question 7
8
Dilated convolutions in CNNs mainly allow what advantage?
Question 8