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@@ -18,12 +18,13 @@ import torch
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  import torch.nn as nn
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  from huggingface_hub import PyTorchModelHubMixin
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  from vit import VisionTransformer, vit_base_patch16, vit_large_patch16
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-
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  ## Citation
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  Please cite the original paper if you use this model:
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  @misc{fecso2025retfinervisionlanguagerefinementscheme,
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  title={RetFiner: A Vision-Language Refinement Scheme for Retinal Foundation Models},
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  author={Ronald Fecso and José Morano and Ursula Schmidt-Erfurth and Hrvoje Bogunović},
@@ -32,4 +33,5 @@ Please cite the original paper if you use this model:
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  archivePrefix={arXiv},
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  primaryClass={cs.CV},
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  url={https://arxiv.org/abs/2506.22149},
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- }
 
 
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  import torch.nn as nn
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  from huggingface_hub import PyTorchModelHubMixin
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  from vit import VisionTransformer, vit_base_patch16, vit_large_patch16
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+ ```
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  ## Citation
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  Please cite the original paper if you use this model:
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+ ```python
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  @misc{fecso2025retfinervisionlanguagerefinementscheme,
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  title={RetFiner: A Vision-Language Refinement Scheme for Retinal Foundation Models},
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  author={Ronald Fecso and José Morano and Ursula Schmidt-Erfurth and Hrvoje Bogunović},
 
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  archivePrefix={arXiv},
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  primaryClass={cs.CV},
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  url={https://arxiv.org/abs/2506.22149},
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+ }
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+ ```