V. VenkatanathanK.

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Interpretability & Mechanistic Interp (1)Multimodal Models (1)

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Krithi Shailya (1)Krithi Shailya (1)Ananya Lakshmi Ravi (1)Ananya Lakshmi Ravi (1)

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Jul 27, 2026

Stanford HAIJul 27, 2026·also IIT Madras

KANEx: Translating Kolmogorov-Arnold Networks'Interpretability to Medical Explainability

Grounding linguistic explanations in mathematically interpretable units can boost the trustworthiness of AI in medical applications by enhancing both visual localization and reasoning quality.

Krithi Shailya, Krithi Shailya, Ananya Lakshmi Ravi +11

Interpretability & Mechanistic Interp Multimodal Models

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V. VenkatanathanK.

Publication activitypapers/week, last 8 weeks

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