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@@ -54,14 +54,12 @@ predicted_class = model.config.id2label[predicted_id] # 'tabby, tabby cat'
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  ```
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  ### BibTeX entry and citation info
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-
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- ```bibtex
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- @misc{ryali2023hiera,
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  title={Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles},
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  author={Ryali, Chaitanya and Hu, Yuan-Ting and Bolya, Daniel and Wei, Chen and Fan, Haoqi and Huang, Po-Yao and Aggarwal, Vaibhav and Chowdhury, Arkabandhu and Poursaeed, Omid and Hoffman, Judy and Malik, Jitendra and Li, Yanghao and Feichtenhofer, Christoph},
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  journal={ICML},
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- eprint={2306.00989},
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- archivePrefix={arXiv},
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  year={2023}
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  }
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  ```
 
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  ```
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  ### BibTeX entry and citation info
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+ If you use Hiera or this code in your work, please cite:
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+ ```
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+ @article{ryali2023hiera,
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  title={Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles},
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  author={Ryali, Chaitanya and Hu, Yuan-Ting and Bolya, Daniel and Wei, Chen and Fan, Haoqi and Huang, Po-Yao and Aggarwal, Vaibhav and Chowdhury, Arkabandhu and Poursaeed, Omid and Hoffman, Judy and Malik, Jitendra and Li, Yanghao and Feichtenhofer, Christoph},
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  journal={ICML},
 
 
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  year={2023}
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  }
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  ```