Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach

Peilin Zhong, Yuchen Mo, Chang Xiao +2

Many generative models have to combat $\text{missing modes}$. The conventional wisdom to this end is by reducing through training a statistical distance (such as $f$-divergence)…