Update README

README.md

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----
-license: mit
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+---
+license: mit
+---
+
+#  Volume Transformer: Revisiting Vanilla Transformers for 3D Scene Understanding
+
+[[`Code`](https://github.com/YilmazKadir/Volt)] [[`arXiv`](https://arxiv.org/abs/)] [[`Project Page`](https://vision.rwth-aachen.de/Volt)] [[`BibTeX`](#-Citation)]
+
+## 🎓 Citation
+
+If you use our work in your research, please use the following BibTeX entry.
+
+```
+@article{yilmaz2026volt,
+  title     = {{Volume Transformer: Revisiting Vanilla Transformers for 3D Scene Understanding}},
+  author    = {Yilmaz, Kadir and Kruse, Adrian and Höfer, Tristan and de Geus, Daan and Leibe, Bastian},
+  journal   = {arXiv preprint arXiv:},
+  year      = {2026}
+}
+```