Selected Academic work:
Sabour, Sara, Nicholas Frosst, and Geoffrey E. Hinton. “Dynamic routing between capsules.” Advances in neural information processing systems. 2017.
Sabour, Sara, Nicholas Frosst, and Geoffrey Hinton. “Matrix capsules with EM routing.” 6th international conference on learning representations, ICLR. 2018.
Frosst, Nicholas, and Geoffrey Hinton. “Distilling a neural network into a soft decision tree.” arXiv preprint arXiv:1711.09784 (2017).
Frosst, Nicholas, Sara Sabour, and Geoffrey Hinton. “DARCCC: Detecting adversaries by reconstruction from class conditional capsules.” arXiv preprint arXiv:1811.06969 (2018
Frosst, Nicholas, Nicolas Papernot, and Geoffrey Hinton. “Analyzing and Improving Representations with the Soft Nearest Neighbor Loss.” International Conference on Machine Learning. 2019.
Qin, Yao, et al. “Detecting and diagnosing adversarial images with class-conditional capsule reconstructions.” arXiv preprint arXiv:1907.02957 (2019).
A Progressive Approach to Digital Tech - Taking Charge of Europe’s Digital Future, authored by the European progressive political foundation, I gave feedback and editing help