Update README.md

README.md

@@ -17,10 +17,13 @@ Dream 7B trained with autoregressive SFT for 16 epochs.
 If you use this model, please cite the Planned Diffusion paper:
 
 ```bibtex
-@article{pasta-diffusion-2024,
-  title={PASTA-Diffusion: Parallel Autoregressive and Structured Transformer Attention for Diffusion},
-  author={Your Authors},
-  journal={arXiv preprint},
-  year={2024}
+@misc{israel2025planneddiffusion,
+      title={Planned Diffusion}, 
+      author={Daniel Israel and Tian Jin and Ellie Cheng and Guy Van den Broeck and Aditya Grover and Suvinay Subramanian and Michael Carbin},
+      year={2025},
+      eprint={2510.18087},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2510.18087}, 
 }
 ```