Mode collapse means the generator:
Answer options
A
Outputs diverse samples
B
Produces limited types of outputs
C
Always wins the game
D
Does not use noise
Correct answer: Produces limited types of outputs
Explanation
Quick AnswerThe correct answer is Produces limited types of outputs because it directly addresses the core logic of Generative AI.
Mode collapse occurs when a GAN generator produces only a limited variety of outputs, ignoring parts of the real data distribution. It is a training instability common in GANs.