Update README.md

README.md

@@ -9,4 +9,13 @@ This repo contains [LLaVA-7B](https://huggingface.co/liuhaotian/LLaVA-Lightning-
 <img src="https://raw.githubusercontent.com/apple/ml-mgie/main/mgie.png" width="60%" />
 
 Please follow the [offical repo](https://github.com/apple/ml-mgie) and [ipynb](https://github.com/apple/ml-mgie/blob/main/demo.ipynb) to use it
-<img src="https://raw.githubusercontent.com/apple/ml-mgie/main/demo.png" width="60%" />
+<img src="https://raw.githubusercontent.com/apple/ml-mgie/main/demo.png" width="60%" />
+
+```
+@inproceedings{fu2024mgie,
+  author = {Tsu-Jui Fu and Wenze Hu and Xianzhi Du and William Yang Wang and Yinfei Yang, and Zhe Gan}, 
+  title = {{Guiding Instruction-based Image Editing via Multimodal Large Language Models}}, 
+  booktitle = {International Conference on Learning Representations (ICLR)}, 
+  year = {2024} 
+}
+```