Concepedia

Nicholas Frosst

NF

Statistics

Publications

9

Citations

1.3K

H-Index

9

Active since

2017

Affiliations

Google (United States)(Current)

University of California San Diego

Nicholas Frosst is an author at Google (United States) specializing in computer science, machine learning, and engineering.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningPattern RecognitionData ScienceImage AnalysisComputer VisionMachine VisionInformation Forensics

Publications per year

2017–2020

9

Publications

9

Matrix capsules with EM routing

Geoffrey E. Hinton, Sara Sabour, Nicholas Frosst · International Conference on Learning Representations · 2018 · 740 citations

Mathematical Programming, Geometric Learning, Engineering +23

Distilling a Neural Network Into a Soft Decision Tree

Nicholas Frosst, Geoffrey E. Hinton · arXiv (Cornell University) · 2017 · 265 citations · Full text

Artificial Intelligence, Soft Decision Tree, Deep Neural Networks +14

Dynamic Routing Between Capsules

Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton · arXiv (Cornell University) · 2017 · 88 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18

Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions

Yao Qin, Nicholas Frosst, Sara Sabour et al. · arXiv (Cornell University) · 2019 · 37 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

DARCCC: Detecting Adversaries by Reconstruction from Class Conditional Capsules

Nicholas Frosst, Sara Sabour, Geoffrey E. Hinton · arXiv (Cornell University) · 2018 · 35 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

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