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@@ -41,12 +41,10 @@ In this work, we first empirically verify that representing this semantic space
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  If you find this work useful, please consider citing:
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  ```latex
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- @misc{conti2023vocabularyfree,
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  title={Vocabulary-free Image Classification},
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  author={Alessandro Conti and Enrico Fini and Massimiliano Mancini and Paolo Rota and Yiming Wang and Elisa Ricci},
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  year={2023},
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- eprint={2306.00917},
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- archivePrefix={arXiv},
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- primaryClass={cs.CV}
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  }
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  ```
 
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  If you find this work useful, please consider citing:
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  ```latex
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+ @article{conti2023vocabularyfree,
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  title={Vocabulary-free Image Classification},
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  author={Alessandro Conti and Enrico Fini and Massimiliano Mancini and Paolo Rota and Yiming Wang and Elisa Ricci},
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  year={2023},
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+ journal={NeurIPS},
 
 
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  }
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  ```