Fast and Simple Explainability Method for Point Cloud Networks

The authors propose a fast and simple explainable AI method for point cloud data, emphasizing the importance of understanding network properties for safety-critical applications. By introducing Feature Based Interpretability (FBI), they achieve significant speedup and state-of-the-art results in classification explainability.