Nicholas Frosst

16 papers A* 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
Mitigating harm in language models with conditional-likelihood filtration.
CoRR
Helen Ngo, Cooper Raterink, João G. M. Araújo, Ivan Zhang, Carol Chen, Adrien Morisot, Nicholas Frosst
2021 A* conf
Neural Additive Models: Interpretable Machine Learning with Neural Nets.
NeurIPS
Rishabh Agarwal, Levi Melnick, Nicholas Frosst, Xuezhou Zhang, Benjamin J. Lengerich, Rich Caruana, Geoffrey E. Hinton
2021 J jnl
No News is Good News: A Critique of the One Billion Word Benchmark.
CoRR
Helen Ngo, João G. M. Araújo, Jeffrey Hui, Nicholas Frosst
2020 J jnl
Deflecting Adversarial Attacks.
CoRR
Yao Qin, Nicholas Frosst, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
2020 A* conf
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions.
ICLR
Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
2020 J jnl
Neural Additive Models: Interpretable Machine Learning with Neural Nets.
CoRR
Rishabh Agarwal, Nicholas Frosst, Xuezhou Zhang, Rich Caruana, Geoffrey E. Hinton
2019 A* conf
Analyzing and Improving Representations with the Soft Nearest Neighbor Loss.
ICML
Nicholas Frosst, Nicolas Papernot, Geoffrey E. Hinton
2019 J jnl
Analyzing and Improving Representations with the Soft Nearest Neighbor Loss.
CoRR
Nicholas Frosst, Nicolas Papernot, Geoffrey E. Hinton
2019 J jnl
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions.
CoRR
Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
2018 J jnl
DARCCC: Detecting Adversaries by Reconstruction from Class Conditional Capsules.
CoRR
Nicholas Frosst, Sara Sabour, Geoffrey E. Hinton
2018 — conf
Matrix capsules with EM routing.
ICLR (Poster)
Geoffrey E. Hinton, Sara Sabour, Nicholas Frosst
2018 J jnl
SMILER: Saliency Model Implementation Library for Experimental Research.
CoRR
Calden Wloka, Toni Kunic, Iuliia Kotseruba, Ramin Fahimi, Nicholas Frosst, Neil D. B. Bruce, John K. Tsotsos
2017 — conf
Distilling a Neural Network Into a Soft Decision Tree.
CEx@AI*IA
Nicholas Frosst, Geoffrey E. Hinton
2017 J jnl
Distilling a Neural Network Into a Soft Decision Tree.
CoRR
Nicholas Frosst, Geoffrey E. Hinton
2017 — conf
Dynamic Routing Between Capsules.
NIPS
Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton
2017 J jnl
Dynamic Routing Between Capsules.
CoRR
Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton