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README.md

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+# DMLab Frames (Test set only)
+
+Original paper: [The Visual Task Adaptation Benchmark](https://arxiv.org/abs/1910.04867)
+
+Homepage: https://github.com/google-research/task_adaptation
+
+Bibtex:
+```
+@article{zhai2019visual,
+        title={The Visual Task Adaptation Benchmark},
+        author={Xiaohua Zhai and Joan Puigcerver and Alexander Kolesnikov and
+               Pierre Ruyssen and Carlos Riquelme and Mario Lucic and
+               Josip Djolonga and Andre Susano Pinto and Maxim Neumann and
+               Alexey Dosovitskiy and Lucas Beyer and Olivier Bachem and
+               Michael Tschannen and Marcin Michalski and Olivier Bousquet and
+               Sylvain Gelly and Neil Houlsby},
+        year={2019},
+        eprint={1910.04867},
+        archivePrefix={arXiv},
+        primaryClass={cs.CV},
+        url = {https://arxiv.org/abs/1910.04867}
+    }
+```