Gabriel Kasmi

One Wave To Explain Them All: A Unifying Perspective On Feature Attribution

Feature attribution methods aim to improve the transparency of deep neural networks by identifying the input features that influence a model's decision. Pixel-based heatmaps have become the standard for attributing features to high-dimensional inputs, such as images, audio representations, and volum…