Reposted by Mason Kamb
A great @quantamagazine.bsky.social article on our theory of creativity in convolutional diffusion models lead by @masonkamb.bsky.social See also our paper with new results in version 2: arxiv.org/abs/2412.20292 to be presented as an oral at @icmlconf.bsky.social #icml25
arxiv.org
An analytic theory of creativity in convolutional diffusion models
We obtain an analytic, interpretable and predictive theory of creativity in convolutional diffusion models. Indeed, score-matching diffusion models can generate highly original images that lie far fro...
