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5 months ago
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or
Abstract
Code Repositories
visinf/diagen
pytorch
Mentioned in GitHub
brandontrabucco/da-fusion
pytorch
Mentioned in GitHub
giannisdaras/multires_textual_inversion
pytorch
Mentioned in GitHub
nicolai256/stable-textual-inversion_win
pytorch
Mentioned in GitHub
cloneofsimo/lora
pytorch
Mentioned in GitHub
ignoww/ZOODiP
pytorch
Mentioned in GitHub
yandex-research/dvar
pytorch
Mentioned in GitHub
rinongal/textual_inversion
Official
pytorch
Mentioned in GitHub
joycenerd/p4d
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| personalized-image-generation-on-dreambench | Textual Inversion SD v1.5 | Concept Preservation (CP): 0.378 Overall (CP * PF): 0.236 Prompt Following (PF): 0.624 |
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