Deep Learning · Generative AI

Mode Collapse

Drag the slider — the generator abandons every mode but one. That is mode collapse.

collapse
x1 x2
modes hit
4 / 4
diversity
100%
state
healthy — all modes covered
real datagenerated
tip: abandoned modes glow cyan — the discriminator sees only-real there
gan.py