Use a spherical Z

[gauravmm]

Dont sample from a Uniform distribution

Sample from a gaussian distribution

When doing interpolations, do the interpolation via a great circle, rather than a straight line from point A to point B Tom White's Sampling Generative Networks ref code https://github.com/dribnet/plat has more details

[gauravmm]

Turns out, I've already implemented the "sample from a gaussian distribution" part: https://github.com/gauravmm/cifar-gan/blob/ea9ef1a97505c55cb5333afd9fb586e0275c6965/support.py#L84

We still need to implement the great circle interpolation, though that will come once we have testing implemented.