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Przemyslaw Biecek

Birds look like cars: Adversarial analysis of intrinsically interpretable deep learning

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Mar 11, 2025
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Interpreting CLIP with Hierarchical Sparse Autoencoders

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Feb 27, 2025
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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective

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Dec 12, 2024
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Rethinking Visual Counterfactual Explanations Through Region Constraint

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Oct 16, 2024
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Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models

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Jul 24, 2024
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Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation

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Jul 10, 2024
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Efficient and Accurate Explanation Estimation with Distribution Compression

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Jun 26, 2024
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On the Robustness of Global Feature Effect Explanations

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Jun 13, 2024
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Red-Teaming Segment Anything Model

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Apr 02, 2024
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Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI

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Mar 14, 2024
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