Deep Neural Network or Dermatologist? - Kyle Young; Gareth Booth; Becks Simpson; Reuben Dutton; Sally Shrapnel (iMIMIC/ML-CDS@MICCAI, 2019)

GradMask: Reduce Overfitting by Regularizing Saliency. - Becks Simpson; Francis Dutil; Yoshua Bengio; Joseph Paul Cohen (CoRR, 2019)

Underwhelming Generalization Improvements From Controlling Feature Attribution. - Joseph D. Viviano; Becks Simpson; Francis Dutil; Yoshua Bengio; Joseph Paul Cohen (CoRR, 2019)

Saliency is a Possible Red Herring When Diagnosing Poor Generalization. - Joseph D. Viviano; Becks Simpson; Francis Dutil; Yoshua Bengio; Joseph Paul Cohen (ICLR, 2021)