Roel W. Visser

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Interpretability & Mechanistic Interp (1)

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Isaac Roberts (1)Barbara Hammer (1)

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Jul 30, 2026

Roel W. Visser +23w ago

Contrastive Concept Importance: Explaining Pairwise Class Decisions Through Automatically Extracted Concept Representations

Contrastive Concept Importance reveals how specific concepts drive model decisions between class pairs, uncovering insights that traditional methods miss.

Roel W. Visser, Isaac Roberts, Barbara Hammer

Interpretability & Mechanistic Interp

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Roel W. Visser

Publication activitypapers/week, last 8 weeks

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