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Agustin Martin Picard

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. CRAFT: Concept Recursive Activation FacTorization for Explainability

    2022 · arXiv (Cornell University)

    Attribution methods, which employ heatmaps to identify the most influential regions of an image that impact model decisions, have gained widespread popularity as a type of explainability method. However, recent research has exposed the limited …

  2. Back to the Baseline: Examining Baseline Effects on Explainability Metrics

    2025 · arXiv (Cornell University)

    Attribution methods are among the most prevalent techniques in Explainable Artificial Intelligence (XAI) and are usually evaluated and compared using Fidelity metrics, with Insertion and Deletion being the most popular. These metrics rely on a …