Update README.md

README.md

@@ -18,7 +18,12 @@ We introduce an annotated AI-generated dataset of eye-level vehicle images using
 
 ## Dataset Details
 
+### Dataset Update and Citation Notice
 
+Please note that an updated version of this dataset is scheduled to be released soon. Researchers are encouraged to use this current dataset until the new version becomes available. Regardless of whether you are using the current or the updated dataset, please ensure that all publications and presentations citing this data reference the following paper:
+
+[Kazemi, A., Fatima, Q., Kindratenko, V., & Tessum, C. (2024). AIDOVECL: AI-generated Dataset of Outpainted Vehicles for Eye-level Classification and Localization. arXiv preprint arXiv:2410.24116.
+](https://arxiv.org/abs/2410.24116)
 
 ### Dataset Description
 
@@ -39,7 +44,7 @@ This work utilizes resources supported by the National Science Foundation’s (N
 <!-- Provide the basic links for the dataset. -->
 
 - **Repository:** https://huggingface.co/datasets/amir-kazemi/aidovecl/tree/main
-- **Paper [optional]:** [Under Review]
+- **Paper [optional]:** https://arxiv.org/abs/2410.24116
 - **Demo [optional]:** https://github.com/amir-kazemi/aidovecl
 
 ## Uses