1 citations · 1 across the 14 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.CV2024
Minority-Focused Text-to-Image Generation via Prompt Optimization
Soobin Um, Jong Chul Ye
We investigate the generation of minority samples using pretrained text-to-image (T2I) latent diffusion models. Minority instances, in the context of T2I generation, can be defined…
cs.CV2024★ 1 cited
Self-Guided Generation of Minority Samples Using Diffusion Models
Soobin Um, Jong Chul Ye
We present a novel approach for generating minority samples that live on low-density regions of a data manifold. Our framework is built upon diffusion models, leveraging the princi…