[fnbr]

Not that I'm aware of. I could imagine a few things that you could try that might accomplish this, but I'm not aware of any published literature discussing the efficacy of such work.

You could do the naive thing, which would be to take your architecture and scale each layer size up (e.g. select an architecture on Cifar-10 and then scale it up to work on ImageNet). This is done in practice quite often, and seems to work well, but I'm not aware of any robust research done to validate the effectiveness of this.