Fragment-Aware Vision Transformers for Fresco-Fragment Style Classification
A distribution-level contrastive objective that consistently sharpens single-branch recognition, and an interpretability analysis that verifies the models exploit genuine painted evidence, while quantifying that the inpainting-based branch draws part of its attribution from the synthesised surround.
Sara Miketek, Biagio Barchielli, Nadeem Iqbal Kajla et al.
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