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2026-03-03 07:27:30
raw text
IP-Adapter IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Sibo Liu Xiao Han Wei Yang Tencent AI Lab Various image synthesis with our proposed IP-Adapter applied on the pretrained text-to-image diffusion model and additional structure controller. [Paper] [Code] [BibTeX] Abstract Recent years have witnessed the strong power of large text-to-image diffusion models for the impressive generative capability to create high-fidelity images. But, it is very tricky to generate desired images using only text prompt as it often involves complex prompt engineering. An alternative to text prompt is image prompt, as the saying goes: "an image is worth a thousand words". Although existing methods of direct fine-tuning from pretrained models are effective, they require large computing resources and are not compatible with other base models, text prompt, and structural controls. In this paper, we present IP-Adapte...
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