Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
machine learning technique
|
| gptkbp:application |
style transfer
art generation novel concept synthesis personalized avatars |
| gptkbp:citation |
Gal, R., Alaluf, Y., Atzmon, M., Patashnik, O., Bermano, A. H., Chechik, G., & Cohen-Or, D. (2022). Textual Inversion: Generating Images with Customized Textual Descriptions. arXiv:2208.01618.
|
| gptkbp:developedBy |
researchers at Google
|
| gptkbp:enables |
custom embeddings
user-defined tokens |
| https://www.w3.org/2000/01/rdf-schema#label |
Textual Inversion
|
| gptkbp:input |
text prompt
|
| gptkbp:introducedIn |
2022
|
| gptkbp:method |
keeps model weights frozen
optimizes embedding vectors |
| gptkbp:output |
gptkb:illustrator
|
| gptkbp:purpose |
personalize AI models
teach new concepts to models |
| gptkbp:relatedTo |
gptkb:DreamBooth
gptkb:LoRA |
| gptkbp:requires |
pre-trained text-to-image model
|
| gptkbp:usedIn |
gptkb:Stable_Diffusion
generative AI text-to-image models |
| gptkbp:bfsParent |
gptkb:Diffusers
|
| gptkbp:bfsLayer |
6
|