Add the DeVA citation

README.md

@@ -85,6 +85,14 @@ per-view min-max, so ~2% of pixels saturate at 1.0.
 If you use this data, please cite DeVA and LIBERO:
 
 ```bibtex
+@article{zhang2026deva,
+  title   = {{DeVA}: Decoupled Video-Action Model with physical guidance for robot policy learning},
+  author  = {Zhang, Mengqi and Khose, Sahil and Kareer, Simar and
+             Song, Yuchen and Jain, Unnat and Hoffman, Judy},
+  journal = {arXiv preprint arXiv:2607.24159},
+  year    = {2026}
+}
+
 @article{liu2023libero,
   title   = {LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning},
   author  = {Liu, Bo and Zhu, Yifeng and Gao, Chongkai and Feng, Yihao and