Hongliu Li

How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?

Custom diffusion models (CDMs) have attracted widespread attention due to their astonishing generative ability for personalized concepts. However, most existing CDMs unreasonably assume that personalized concepts are fixed and cannot change over time. Moreover, they heavily suffer from catastrophic…