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Computer Vision , AI
Paint by Example: Exemplar-based Image Editing with Diffusion Models (CVPR 2023) by Yang et al. 본문
Paper_review[short]
Paint by Example: Exemplar-based Image Editing with Diffusion Models (CVPR 2023) by Yang et al.
Elune001 2024. 1. 16. 01:37● Summary: Simple method for Image editing with a diffusion model only using CLIP [CLS] token embedding
● Approach highlight
- Image editing without labels using only the detection model
- Crop the original image and augment the image for CLIP embedding
- Only use [CLS] token to prevent the model from just doing copy-and-paste
- Classifier free sampling for image identity (scale factor)
● Main Results
● Discussion
- Could it have been possible to use the entire CLIP embedding instead of just the [CLS] token, but in a reduced form?
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