FilterPrompt: Guiding Image Transfer in Diffusion Models

arXiv:2404.13263v1 Announce Type: new
Abstract: In controllable generation tasks, flexibly manipulating the generated images to attain a desired appearance or structure based on a single input image cue remains a critical and longstanding challenge. Achieving this requires the effective decoupling of key attributes within the input image data, aiming to get representations accurately. Previous research has predominantly concentrated on disentangling image attributes within feature space. However, the complex distribution present in real-world data often makes the application of such decoupling …

abstract arxiv challenge cs.cv data diffusion diffusion models generated image image data images key tasks transfer type