Update README.md

README.md

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 ---
 
 For more details: https://github.com/McGill-NLP/AURORA or read the paper: https://arxiv.org/abs/2407.03471
+
+## Citation
+
+```bibtex
+@inproceedings{krojer2024aurora,
+  author={Benno Krojer and Dheeraj Vattikonda and Luis Lara and Varun Jampani and Eva Portelance and Christopher Pal and Siva Reddy},
+  title={{Learning Action and Reasoning-Centric Image Editing from Videos and Simulations}},
+  booktitle={NeurIPS},
+  year={2024},
+  note={Spotlight Paper},
+  url={https://arxiv.org/abs/2407.03471}
+}
+```
 ---