Update README.md

README.md

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 ## Slowing Down the Weight Norm Increase in Momentum-based Optimizers
 
-Official PyTorch implementation of AdamP and SGDP optimizers | [Paper (TBA)] | [Project page](https://clovaai.github.io/AdamP/)
+Official PyTorch implementation of AdamP and SGDP optimizers | [Paper](https://arxiv.org/abs/2006.08217) | [Project page](https://clovaai.github.io/AdamP/)
 
 **Byeongho Heo<sup>\*</sup>, Sanghyuk Chun<sup>\*</sup>, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Youngjung Uh, Jung-Woo Ha.** <br>
 <sub>\* indicates equal contribution</sub>
@@ -76,5 +76,10 @@ THE SOFTWARE.
 ## How to cite
 
 ```
-TBA.
+@article{heo2020adamp,
+    title={Slowing Down the Weight Norm Increase in Momentum-based Optimizers},
+    author={Heo, Byeongho and Chun, Sanghyuk and Oh, Seong Joon and Han, Dongyoon and Yun, Sangdoo and Uh, Youngjung and Ha, Jung-Woo},
+    year={2020},
+    journal={arXiv preprint arXiv:2006.08217},
+}
 ```