Semantic variance comparison between A and AI using CLIP embeddings and PCA projection.
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https://figshare.com/articles/dataset/Semantic_variance_comparison_between_i_A_i_and_i_A_i_sub_i_I_i_sub_using_CLIP_embeddings_and_PCA_projection_/30274623
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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.
创建时间：
2025-10-03
