Jakub Nalepa

.- Challenges in Evaluating Explanation Methods for Static and Evolving Data..- PASTRY: Physics-Aware Super-resolution for hyperspecTRal imagerY..- Explaining Multi-Objective Multispectral Models for Soil Parameters' Retrieval..- Attribution-Guided Regularization: an Explainable Perspective for Ground-to-Aerial Image Matching Models..- Multi-Agent Explainable AI Framework for Forest Disturbance Analysis and Biomass Recovery Modeling..- Explainable Onboard Solar Flare Prediction with Compressed Neural Networks..- An Explainability-Driven Workflow for Interpretable Modelling of Interplanetary Plasma Parameters..- Attribution and Uncertainty Behavior...