Optimization-Based Uncertainty Attribution Via Learning Informative Perturbations

H Wang, BA Biswas, Q Ji - European Conference on Computer Vision, 2024 - Springer
Uncertainty attribution (UA) aims to identify key contributors to predictive uncertainty in deep
learning models. To improve the faithfulness of existing UA methods, we formulate UA as an …