Update README.md

README.md

@@ -61,13 +61,11 @@ python edit_app.py --ckpt checkpoints/MagicBrush-epoch-52-step-4999.ckpt
 If you find this checkpoint useful, please consider citing our paper:
 
 ```
-@misc{Zhang2023MagicBrush,
-      title={MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing}, 
-      author={Kai Zhang and Lingbo Mo and Wenhu Chen and Huan Sun and Yu Su},
-      year={2023},
-      eprint={2306.10012},
-      archivePrefix={arXiv},
-      primaryClass={cs.CV}
+@inproceedings{Zhang2023MagicBrush,
+        title={MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing},
+        author={Kai Zhang and Lingbo Mo and Wenhu Chen and Huan Sun and Yu Su},
+        booktitle={Advances in Neural Information Processing Systems},
+        year={2023}
 }
 ```