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20222026
most citedDeep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation

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cs.LG2026

Harmful Partial Interventions and Benign Leakage in Concept-based Models

Gregory Verghese, Christopher J. Soelistyo, Mateo Espinosa Zarlenga +2

Artificial intelligence systems deployed in high-risk settings increasingly require models that support meaningful human oversight. Concept-based models (CMs) offer a promising fra…