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News/SmoothOperator: Enhancing Representations for Fine-grained Open-set Recognition via Modulated Label Smoothing
arxiv
PublishedOctober 3, 2026 at 4:00 AM
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SmoothOperator: Enhancing Representations for Fine-grained Open-set Recognition via Modulated Label Smoothing

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arXiv:2610.00851v1 Announce Type: cross Abstract: Open Set Recognition (OSR) aims to enable models to accurately classify known classes while rejecting samples from unseen classes. A key challenge in OSR lies in the inability to model the unbounded distribution of unknown classes during training, of

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