65 citations · 92 across the 7 of their papers we have counts for
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cs.LG2026
Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling
Saeb Tounsi, Joël Chavas, Pietro Gori +3
Deep learning on cortical surfaces faces a dilemma: capturing the complex topology of over 60 nomenclature-dependent sulci per hemisphere requires high-capacity models, yet the ext…
cs.LG2024
Optimizing contrastive learning for cortical folding pattern detection
Aymeric Gaudin, Louise Guillon, Clara Fischer +4
The human cerebral cortex has many bumps and grooves called gyri and sulci. Even though there is a high inter-individual consistency for the main cortical folds, this is not the ca…