Intermediate
Artificial Intelligence & Machine Learning
Q45 / 100
What is a VAE (Variational Autoencoder)?
Correct! Well done.
Incorrect.
The correct answer is B) A generative model learning a probabilistic latent space representation using an encoder-decoder architecture with a KL-divergence regularization term
B
Correct Answer
A generative model learning a probabilistic latent space representation using an encoder-decoder architecture with a KL-divergence regularization term
Explanation
VAE encodes inputs to a distribution (μ, σ) rather than a point. Decoder samples from this distribution. KL divergence regularizes the latent space. Enables generation (sample from latent space) and smooth interpolation.
Progress
45/100