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20222026
most citedExplainable concept mappings of MRI: Revealing the mechanisms underlying deep learning-based brain disease classification

4 citations · 14 across the 10 of their papers we have counts for

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cs.AI2026

Safety Signals to Verify NetOps Agents with Action-Level Granularity

Tobias Labarta, Frederik Pahde, Novak Boškov +6

Agentic Network Operations (NetOps) are an emerging paradigm promising to enable workload-aware, self-adjustable, and reliable autonomous networks. While agents have proven their v…

cs.LG2026

ICON decomposition: Multivariate concept auditing reveals shortcuts that neural networks rely on

Roshan Prakash Rane, Marco Simnacher, Manuel Pfeuffer +7

Deep neural networks often exploit spurious associations, a failure known as shortcut learning. Before deployment, models should therefore be audited for reliance on concepts such…