diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,14 +1,15 @@
# ✏️ Edit One for All: Interactive Batch Image Editing
----
+[![arXiv](https://img.shields.io/badge/arXiv-2104.01867-red.svg)](https://arxiv.org/abs/2401.10219) - [![project page](https://img.shields.io/badge/ProjectPage-up-green.svg)](https://thaoshibe.github.io/edit-one-for-all)
+
Given an edit specified by users in an example image (e.g., dog pose),
Our method can automatically transfer that edit to other test images (e.g., all dog same pose).
![](./images/teaser-gif.gif "teaser")
-✏️ [Edit One for All: Interactive Batch Image Editing](https://thaoshibe.github.io/edit-one-for-all/)
+✏️ [Edit One for All: Interactive Batch Image Editing](https://thaoshibe.github.io/edit-one-for-all/) (CVPR 2024)
By [Thao Nguyen](https://thaoshibe.github.io/), [Utkarsh Ojha](https://utkarshojha.github.io/), [Yuheng Li](https://yuheng-li.github.io/), [Haotian Liu](https://hliu.cc/), [Yong Jae Lee](https://pages.cs.wisc.edu/~yongjaelee/)
-🦡 University of Wisconsin-Madison
+🦡 University of Wisconsin-Madison
---
@@ -40,11 +41,25 @@ As users adjust the editing strength in the example image (top row), all test im
![](./images/interactive/Slide7.png "teaser")
-🚧 Under construction...
+🚧 Under construction... (Im going to commit code around March...)
### Related Works
- [Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold](https://vcai.mpi-inf.mpg.de/projects/DragGAN/) (SIGGRAPH 2023)
- [Analyzing and Improving the Image Quality of StyleGAN](https://openaccess.thecvf.com/content_CVPR_2020/papers/Karras_Analyzing_and_Improving_the_Image_Quality_of_StyleGAN_CVPR_2020_paper.pdf) (CVPR 2020)
-- [LARGE: Latent-Based Regression through GAN Semantics](https://yotamnitzan.github.io/LARGE/) (CVPR 2022)
\ No newline at end of file
+- [LARGE: Latent-Based Regression through GAN Semantics](https://yotamnitzan.github.io/LARGE/) (CVPR 2022)
+
+### BibTeX
+
+
+```
+@inproceedings{nguyen2024edit,
+ title={Edit One for All: Interactive Batch Image Editing},
+ author={Thao Nguyen and Utkarsh Ojha and Yuheng Li and Haotian Liu and Yong Jae Lee},
+ year={2024},
+ eprint={2401.10219},
+ archivePrefix={arXiv},
+ primaryClass={cs.CV}
+ }
+```
\ No newline at end of file
diff --git a/index.html b/index.html
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- - - - - - + @inproceedings{nguyen2024edit, +       title={Edit One for All: Interactive Batch Image Editing}, +       author={Thao Nguyen and Utkarsh Ojha and Yuheng Li and Haotian Liu and Yong Jae Lee}, +       year={2024}, +       eprint={2401.10219}, +       archivePrefix={arXiv}, +       primaryClass={cs.CV} +    } + |