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G. Montavon

58 papers hereh-index 4022.1k citations118 works total

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

author position
  • first author5
  • middle author34
  • last author18

Across the 57 of 58 papers where every author was matched, so the position is known.

fields
  • cs.LG32
  • stat.ML6
  • cs.CL5
  • cs.CV5
  • cs.AI3
  • astro-ph.EP2
same name
  • G. Montavon — 1 paper, h 32

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedMethods for Interpreting and Understanding Deep Neural Networks

2.8k citations · 9.6k across the 55 of their papers we have counts for

collaborators
Showing 2015 · cs.CVShow all

2 papers · 2 filters

cs.CV2015★ 8 cited

Analyzing Classifiers: Fisher Vectors and Deep Neural Networks

Sebastian Bach, Alexander Binder, Grégoire Montavon +2

Fisher Vector classifiers and Deep Neural Networks (DNNs) are popular and successful algorithms for solving image classification problems. However, both are generally considered `b…

cs.CV2015★ 18 cited

Evaluating the visualization of what a Deep Neural Network has learned

Wojciech Samek, Alexander Binder, Grégoire Montavon +2

Deep Neural Networks (DNNs) have demonstrated impressive performance in complex machine learning tasks such as image classification or speech recognition. However, due to their mul…

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