Paul's Grit

https://arxiv.org/abs/2501.08332 MangaNinja: Line Art Colorization with Precise Reference FollowingDerived from diffusion models, MangaNinjia specializes in the task of reference-guided line art colorization. We incorporate two thoughtful designs to ensure precise character detail transcription, including a patch shuffling module to facilitate corresponarxiv.org Abstactdiffusion models에서 파생된 Man..

https://arxiv.org/abs/2308.06721 IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion ModelsRecent years have witnessed the strong power of large text-to-image diffusion models for the impressive generative capability to create high-fidelity images. However, it is very tricky to generate desired images using only text prompt as it often involvesarxiv.org  Abstract최근 몇 년 동..

https://arxiv.org/abs/2302.05543 Adding Conditional Control to Text-to-Image Diffusion ModelsWe present ControlNet, a neural network architecture to add spatial conditioning controls to large, pretrained text-to-image diffusion models. ControlNet locks the production-ready large diffusion models, and reuses their deep and robust encoding layers prarxiv.org  Abstract대규모 사전학습된 텍스트-이미지 diffusion 모델..