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@@ -35,10 +35,15 @@ You can find more details in the GitHub repo.
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  # Citation
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  If you find our code useful for your research, please consider citing:
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- @article{PE,
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- title={Perception Encoder: The best visual embeddings are not at the output of the network},
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- author={},
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- journal={arXiv:xxx.xxxxx},
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- year={2025}
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- }
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-
 
 
 
 
 
 
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  # Citation
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  If you find our code useful for your research, please consider citing:
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+ @article{bolya2025perception-encoder,
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+ title={Perception Encoder: The best visual embeddings are not at the output of the network},
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+ author={Daniel Bolya and Po-Yao Huang and Peize Sun and Jang Hyun Cho and Andrea Madotto and Chen Wei and Tengyu Ma and Jiale Zhi and Jathushan Rajasegaran and Hanoona Rasheed and Junke Wang and Marco Monteiro and Hu Xu and Shiyu Dong and Nikhila Ravi and Daniel Li and Piotr Doll{\'a}r and Christoph Feichtenhofer},
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+ journal={arXiv},
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+ year={2025}
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+ }
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+ @article{cho2025perceptionlm,
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+ title={PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding},
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+ author={Jang Hyun Cho and Andrea Madotto and Effrosyni Mavroudi and Triantafyllos Afouras and Tushar Nagarajan and Muhammad Maaz and Yale Song and Tengyu Ma and Shuming Hu and Hanoona Rasheed and Peize Sun and Po-Yao Huang and Daniel Bolya and Suyog Jain and Miguel Martin and Huiyu Wang and Nikhila Ravi and Shashank Jain and Temmy Stark and Shane Moon and Babak Damavandi and Vivian Lee and Andrew Westbury and Salman Khan and Philipp Kr\"{a}henb\"{u}hl and Piotr Doll{\'a}r and Lorenzo Torresani and Kristen Grauman and Christoph Feichtenhofer},
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+ journal={arXiv},
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+ year={2025}
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+ }