Baniecki, Hubert

14 publications

WACV 2025 Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz, Hubert Baniecki, Piotr Komorowski, Szymon Plotka, Przemyslaw Biecek

MLJ 2025 Birds Look like Cars: Adversarial Analysis of Intrinsically Interpretable Deep Learning Hubert Baniecki, Przemyslaw Biecek

ICLR 2025 Efficient and Accurate Explanation Estimation with Distribution Compression Hubert Baniecki, Giuseppe Casalicchio, Bernd Bischl, Przemyslaw Biecek

NeurIPS 2025 Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions Hubert Baniecki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Przemyslaw Biecek

ICML 2025 Interpreting CLIP with Hierarchical Sparse Autoencoders Vladimir Zaigrajew, Hubert Baniecki, Przemyslaw Biecek

ECML-PKDD 2024 On the Robustness of Global Feature Effect Explanations Hubert Baniecki, Giuseppe Casalicchio, Bernd Bischl, Przemyslaw Biecek

CVPRW 2024 Red-Teaming Segment Anything Model Krzysztof Jankowski, Bartlomiej Sobieski, Mateusz Kwiatkowski, Jakub Szulc, Michal Janik, Hubert Baniecki, Przemyslaw Biecek

NeurIPS 2024 Shapiq: Shapley Interactions for Machine Learning Maximilian Muschalik, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki, Barbara Hammer, Eyke Hüllermeier

ICMLW 2023 Adversarial Attacks and Defenses in Explainable Artificial Intelligence: A Survey Hubert Baniecki, Przemyslaw Biecek

CVPRW 2023 Towards Evaluating Explanations of Vision Transformers for Medical Imaging Piotr Komorowski, Hubert Baniecki, Przemyslaw Biecek

ECML-PKDD 2022 Fooling Partial Dependence via Data Poisoning Hubert Baniecki, Wojciech Kretowicz, Przemyslaw Biecek

AAAI 2022 Manipulating SHAP via Adversarial Data Perturbations (Student Abstract) Hubert Baniecki, Przemyslaw Biecek

MLOSS 2021 Dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python Hubert Baniecki, Wojciech Kretowicz, Piotr Piątyszek, Jakub Wiśniewski, Przemysław Biecek

AAAI 2021 Responsible Prediction Making of COVID-19 Mortality (Student Abstract) Hubert Baniecki, Przemyslaw Biecek