[choppaface]

NeRF is a good example of a network that doesn't have convolutions yet requires a ton of iterations to train. This paper is particularly relevant to wide networks which are important because CPU memory is currently much cheaper than GPU memory (even for FANG researchers!).

[sumnuyungi]

Interesting, I didn't know that NeRF was simply a feedforward network.

I hope that this research group can make more headway into training on CPUs, but I also would like to (naively) see less hyperbolic titles. This paper is not just particularly relevant to wide networks - it's only relevant to wide networks.

[gugagore]

I think you mean to say "fully connected" in place of "feed-forward" when trying to draw a distinction with respect to "convolutional".