diff --git a/README.md b/README.md index 66e4bbf..e21e413 100644 --- a/README.md +++ b/README.md @@ -19,7 +19,7 @@ Our MultiBooth is based on pre-trained [Stable Diffusion v1.5](https://huggingfa ## 🔍 Method ![method](img/Framework.png "method") -The overall pipeline of MultiBooth can be devided into two phase: (a) During the single-concept learning phase, a multi-modal encoder and LoRA parameters are trained to encode every single concept. (b) During the multi-concept integration phase, the customized embeddings S* and V* are converted into text embeddings, which are then combined with the corresponding LoRA parameters to form single-concept modules. These single-concept modules, along with the bounding boxes, are intended to serve as input for the regional customization module. +The overall pipeline of MultiBooth can be divided into two phase: (a) During the single-concept learning phase, a multi-modal encoder and LoRA parameters are trained to encode every single concept. (b) During the multi-concept integration phase, the customized embeddings S* and V* are converted into text embeddings, which are then combined with the corresponding LoRA parameters to form single-concept modules. These single-concept modules, along with the bounding boxes, are intended to serve as input for the regional customization module. ## 🔥 News - 2024.4.23 Release [paper](https://arxiv.org/abs/2404.14239) and [project page](https://multibooth.github.io/)! @@ -34,4 +34,4 @@ The overall pipeline of MultiBooth can be devided into two phase: (a) During the archivePrefix={arXiv}, primaryClass={cs.CV} } -``` \ No newline at end of file +```