Update README.md

README.md

@@ -15,6 +15,11 @@ Welcome to the DCPO (**D**ual **C**aption **P**reference **O**ptimization) organ
 trained on the dataset, and other artifacts under this organization. You will be able to find them below. Additionally, here are the links
 to the paper and the project website:
 
-* [arXiv](https://arxiv.org/abs/2502.06023)
-* [Paper](https://arxiv.org/pdf/2502.06023)
+* [arXiv](https://arxiv.org/abs/2502.06023v2)
+* [Paper](https://openreview.net/pdf?id=ruZksIJBBd)
 * [Codebase](https://github.com/sahsaeedi/DCPO-T2I)
+
+
+* Update October 23, 2025:* We got accepted to TMLR journal 🥳
+
+