Ario Sadafi

Helmholtz Munich, Technical University of Munich, Munich Center for Machine Learning

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)

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Michael Deutges (1)Nassir Navab (1)

Papers (1)

May 26, 2026

2w ago·also Munich Center for Machine Learning, TU Munich

Measuring Prediction Uncertainty in Neural Cellular Automata

A simple "resilience" metric turns out to be surprisingly effective at identifying failure cases in NCA-based medical image segmentation, improving trust without retraining.

Ario Sadafi, Michael Deutges, Nassir Navab

Architecture Design (Transformers, SSMs, MoE)Computer Vision

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Ario Sadafi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)