Author

Mehran Hosseinzadeh

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Preprint Sep 2026

Learning Where to Focus: Self-Supervised Multi-Scale ViTs for Histopathology

CRAFT (Coarse-to-fine Region-Adaptive Feature Tokenization), a DINO-based framework that learns image-dependent mixed-scale representations by using self-supervised attention to selectively refine informative regions while preserving coarse context, together with a symmetric cross-scale regularization objective that en...

Anabel Stammer, Valay Bundele, Mehran Hosseinzadeh et al. · 0 citations