Kavli Affiliate: Matthew Fisher | First 5 Authors: Cusuh Ham, Matthew Fisher, James Hays, Nicholas Kolkin, Yuchen Liu | Summary: We present personalized residuals and localized attention-guided sampling for efficient concept-driven generation using text-to-image diffusion models. Our method first represents concepts by freezing the weights of a pretrained text-conditioned diffusion model and learning low-rank residuals […]
Continue.. Personalized Residuals for Concept-Driven Text-to-Image Generation