Glossary

Diagnosing mode collapse:

Visual inspection of generated samples for lack of diversity. - Compute the number of distinct modes in generated data (e.g., using a pretrained classifier). For MNIST, classify 10,000 generated samples and count how many of the 10 digit classes are represented. - Monitor the discriminator's loss: i

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