Marco Pedersoli

Negative Evidence Matters in Interpretable Histology Image Classification

2022 · arXiv (Cornell University)

Using only global image-class labels, weakly-supervised learning methods, such as class activation mapping, allow training CNNs to jointly classify an image, and locate regions of interest associated with the predicted class. However, without any guidance …