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
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...
A new paper shows that the “creativity” of certain AI may actually be a direct, inevitable consequence of how they are built. Webb Wright reports:
www.quantamagazine.org/researchers-...
Image generators are designed to mimic their training data, so where does their apparent creativity come from? A recent study suggests that it’s an inevitable by-product of their architecture.
