On Spectral Properties of Gradient-based Explanation MethodsEuropean Conference on Computer Vision (ECCV), 2025 |
Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large InfrastructuresEngineering applications of artificial intelligence (EAAI), 2025 |
3VL: Using Trees to Improve Vision-Language Models' InterpretabilityIEEE Transactions on Image Processing (IEEE TIP), 2023 |
Adversarial Counterfactual Visual ExplanationsComputer Vision and Pattern Recognition (CVPR), 2023 |
Explaining Image Classifiers with Multiscale Directional Image
RepresentationComputer Vision and Pattern Recognition (CVPR), 2022 |