[D] Each output of my GANs is a hodgepodge of different classes — is this the same as mode collapse?
Hello there, I’m currently trying to train a GAN to produce Simpsons characters (0 for Homer, 1 for Lisa, 2 for Marge, etc…) but the output I am getting is a mixture of all the classes. For example, the output for the 1 label may be Lisa with Homer’s mouth, or the output for the 0 label may be Homer with Marge’s hair. Is this mode collapse or a different problem? Thanks!