ML//GAN//mode collapse

- The generator finds one output that fools the discriminator and keeps producing only that.

The generator finds one output that fools the discriminator and keeps producing only that.

All generated images look the same — the model "collapsed" to a single mode of the distribution.

The fundamental training instability of GANs. Many hacks to mitigate, none fully solved it.