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@@ -54,13 +54,14 @@ If you use CorrCLIPv2 or these artifacts in your research, please cite the journ
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  ```bibtex
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  @article{zhang2026corrclipv2,
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- title={CorrCLIPv2: Harnessing Unlabeled Images for Open-Vocabulary Semantic Segmentation},
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- author={Zhang, Dengke and Liu, Fagui and Tang, Quan and Chen, CL Philip},
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- journal={International Journal of Computer Vision},
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- volume={134},
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- number={11},
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- pages={478},
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- year={2026},
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- publisher={Springer}
 
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  }
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  ```
 
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  ```bibtex
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  @article{zhang2026corrclipv2,
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+ author = {Zhang, Dengke and Liu, Fagui and Tang, Quan and Chen, C. L. Philip},
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+ title = {{CorrCLIPv2}: Harnessing Unlabeled Images for Open-Vocabulary Semantic Segmentation},
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+ journal = {International Journal of Computer Vision},
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+ year = {2026},
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+ volume = {134},
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+ number = {11},
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+ pages = {478},
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+ publisher = {Springer},
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+ doi = {10.1007/s11263-026-03027-3}
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  }
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  ```