notesum.ai

Published at November 25

Image Generation Diversity Issues and How to Tame Them

cs.CV

Released Date: November 25, 2024

Authors: Mischa Dombrowski¹, Weitong Zhang², Sarah Cechnicka², Hadrien Reynaud², Bernhard Kainz¹

Aff.: ¹Friedrich–Alexander–Universität Erlangen–Nürnberg; ²Imperial College London

Arxiv: http://arxiv.org/abs/2411.16171v1

Refer to caption

	FID $\downarrow$		IRS ${}_{\infty,\text{a}}$ $\uparrow$
	EDM [24]	DiADM (Ours)	EDM [24]	DiADM (Ours)
ImageNet-512	51.59	22.28	0.09	0.15
FFHQ	40.92	6.24	0.23	1.51
ChestX-ray14	24.29	6.76	0.19	1.08
CelebV-HQ	68.41	13.64	0.18	0.69
Dynamic	13.82	5.56	0.60	1.04