Update README.md

README.md

@@ -111,7 +111,7 @@ The dataset comprises both labeled and unlabeled data, as well as additional vid
 ### Dataset Repository
 
 - **GitHub Repository:** <a href="https://github.com/Moushumi9medhi/Occlusion-Removal" style="color: magenta;">Occlusion-Removal</a>
-- **Paper:** [Deep Generative Adversarial Network for Occlusion Removal from a Single Image](https://arxiv.org/abs/placeholder)
+- **Paper:** [Deep Generative Adversarial Network for Occlusion Removal from a Single Image](https://arxiv.org/abs/2409.13242)
   - **Authors:**  [Sankaraganesh Jonna](https://www.linkedin.com/in/ganeshjonna/), Moushumi Medhi, [Rajiv Ranjan Sahay](https://www.iitkgp.ac.in/department/EE/faculty/ee-rajiv)
 
 ## Usage
@@ -125,8 +125,16 @@ dataset = load_dataset('NeuroVizv0yaZ3R/IITKGP_Fence_dataset')
 ## Citation 
 
 **BibTeX:**
-Will be updated soon!
-
+```
+@misc{jonna2024deepgenerativeadversarialnetwork,
+      title={Deep Generative Adversarial Network for Occlusion Removal from a Single Image}, 
+      author={Sankaraganesh Jonna and Moushumi Medhi and Rajiv Ranjan Sahay},
+      year={2024},
+      eprint={2409.13242},
+      archivePrefix={arXiv},
+      url={https://arxiv.org/abs/2409.13242}, 
+}
+```
 ## License
 
 For license details, refer to the [LICENSE](https://huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/apache-2.0.md) file.