notesum.ai

Published at November 28

Towards a Mechanistic Explanation of Diffusion Model Generalization

cs.LG

cs.AI

cs.CV

Released Date: November 28, 2024

Authors: Matthew Niedoba¹, Berend Zwartsenberg², Kevin Murphy³, Frank Wood⁴

Aff.: ¹University of British Columbia, Inverted AI; ²Inverted AI; ³Google Deepmind; ⁴University of British Columbia, Inverted AI, Alberta Machine Intelligence Institute

Arxiv: http://arxiv.org/pdf/2411.19339v1

$\mathbf{\sigma}$	80	57	41	28	19	13	8.4	5.3	3.3	1.9	1.1	0.59	0.30	0.14	0.06	0.02	0.01	0.002
Patch Size	32	32	32	32	32	32	32	23	15	11	7	5	3	3	3	3	3	3