spolov

논문 리뷰 2025. 3. 28. 02:09

Paper[2211.13227] Paint by Example: Exemplar-based Image Editing with Diffusion Models  Paint by Example: Exemplar-based Image Editing with Diffusion ModelsLanguage-guided image editing has achieved great success recently. In this paper, for the first time, we investigate exemplar-guided image editing for more precise control. We achieve this goal by leveraging self-supervised training to disent..

논문 리뷰 2025. 2. 9. 21:35

1. Intro하고자 하는 것 : input img & instruction 입력-> edit imgtrain data 얻기 위해 => combine  language model (GPT-3) + text-to image model(Stable Diffusion) generated data로 "conditional diffusion model, InstructPix2Pix" 를 trainforward pass로 이미지 편집, 다른 추가적인 정보 필요 없음결과 : zero shot generaliztion 우수 (모델이 학습되지 않은 상황이나 본 적 없는 데이터에도 일반화가 가능한 능력)2. Prior Work Composing large pretrained models그동안의 연구와 비슷한 점 : 두개의..

논문 리뷰 2025. 1. 28. 14:01