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Update README.md

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@@ -9,5 +9,7 @@ app_file: app.py
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  pinned: false
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  short_description: Segment Anything at Any Granularity
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  ---
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-
 
 
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  pinned: false
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  short_description: Segment Anything at Any Granularity
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  ---
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+ This space is for the paper UnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularity
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+ ArXiv link: https://arxiv.org/abs/2511.13714
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+ Code: https://github.com/yujunwei04/UnSAMv2
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference