Frosst, Nicholas

5 publications

NeurIPS 2021 Neural Additive Models: Interpretable Machine Learning with Neural Nets Rishabh Agarwal, Levi Melnick, Nicholas Frosst, Xuezhou Zhang, Ben Lengerich, Rich Caruana, Geoffrey E. Hinton

ICLR 2020 Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison Cottrell, Geoffrey Hinton

ICML 2019 Analyzing and Improving Representations with the Soft Nearest Neighbor Loss Nicholas Frosst, Nicolas Papernot, Geoffrey Hinton

ICLR 2018 Matrix Capsules with EM Routing Geoffrey E Hinton, Sara Sabour, Nicholas Frosst

NeurIPS 2017 Dynamic Routing Between Capsules Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton