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Nicholas Frosst

8 papers hereh-index 97.9k citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author4

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedDistilling a Neural Network Into a Soft Decision Tree

266 citations · 619 across the 8 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.CV2018★ 7 cited

SMILER: Saliency Model Implementation Library for Experimental Research

Calden Wloka, Toni Kunić, Iuliia Kotseruba +4

The Saliency Model Implementation Library for Experimental Research (SMILER) is a new software package which provides an open, standardized, and extensible framework for maintainin…

cs.LG2018★ 35 cited

DARCCC: Detecting Adversaries by Reconstruction from Class Conditional Capsules

Nicholas Frosst, Sara Sabour, Geoffrey Hinton

We present a simple technique that allows capsule models to detect adversarial images. In addition to being trained to classify images, the capsule model is trained to reconstruct…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.