2 papers
cs.CV2025
Conditional Text-to-Image Generation with Reference Guidance
Taewook Kim, Ze Wang, Zhengyuan Yang +4
Text-to-image diffusion models have demonstrated tremendous success in synthesizing visually stunning images given textual instructions. Despite remarkable progress in creating hig…
cs.CV2024
Learning to Customize Text-to-Image Diffusion In Diverse Context
Taewook Kim, Wei Chen, Qiang Qiu
Most text-to-image customization techniques fine-tune models on a small set of \emph{personal concept} images captured in minimal contexts. This often results in the model becoming…