Diffusion语义图像合成(Semantic Image Synthesis)部分论文汇总

这里选择文章的依据侧重于"给定一个mask基于此生成图像"

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CVPR

• [link] [code] [SmartBrush] [23]
  SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model

• [link] [code] [FreestyleNet] [23]
  Freestyle Layout-to-Image Synthesis

• [link] [code] [UGD] [23]
  Universal Guidance for Diffusion Models

• [link] [code] [RePaint] [22]
  RePaint: Inpainting using Denoising Diffusion Probabilistic Models

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arXiv

• [link] [code] [PAIR-Diffusion] [23]
  PAIR-Diffusion: Object-Level Image Editing with Structure-and-Appearance Paired Diffusion Models

• [link] [code] [HumanDiffusion] [23]
  HumanDiffusion: a Coarse-to-Fine Alignment Diffusion Framework for Controllable Text-Driven Person Image Generation

• [link] [code] [NASDM] [23]
  NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models

• [link] [code] [VQGAN] [23]
  Designing a Better Asymmetric VQGAN for StableDiffusion

• [link] [code] [HFIS] [23]
  High-Fidelity Image Synthesis from Pulmonary Nodule Lesion Maps using Semantic Diffusion Model

• [link] [code] [SIS] [22]
  Semantic Image Synthesis via Diffusion Models