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Semantic variance comparison between <i>A</i> and <i>A</i><sub><i>I</i></sub> using CLIP embeddings and PCA projection.

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NIAID Data Ecosystem2026-05-10 收录
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Across all seven classes, the AI set—containing partially interpolated samples—consistently exhibited higher variance than the A set, suggesting a potential contribution of interpolation-based samples to enhancing semantic diversity.

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2025-10-03
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