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README.md

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-# vision-transformer-pytorch
-Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
+## Vision Transformer - Pytorch
+
+Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch. There's really not much to code here, but may as well lay out all the code so we expedite the attention revolution and get everyone on the same page.
+
+## Citations
+
+```bibtex
+@inproceedings{
+    anonymous2021an,
+    title={An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale},
+    author={Anonymous},
+    booktitle={Submitted to International Conference on Learning Representations},
+    year={2021},
+    url={https://openreview.net/forum?id=YicbFdNTTy},
+    note={under review}
+}
+```