Sampling from an implicit model requires:
Answer options
A
Computing p(x) directly
B
Passing noise through a generator network
C
Solving an inverse problem analytically
D
Closed-form integrals
Correct answer: Passing noise through a generator network
Explanation
Quick AnswerThe correct answer is Passing noise through a generator network because it directly addresses the core logic of Generative AI.
Implicit generative models (like GANs) generate samples directly without defining an explicit probability density function, making likelihood evaluation difficult.