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researcher

G. Montavon

53 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 author2
  • middle author32
  • last author18

Across the 52 of 53 papers where every author was matched, so the position is known.

fields
  • cs.LG31
  • cs.CL5
  • stat.ML5
  • cs.AI3
  • cs.CV3
  • astro-ph.EP2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedMethods for Interpreting and Understanding Deep Neural Networks

2.8k citations · 4.3k across the 37 of their papers we have counts for

collaborators
Showing 2019 · cs.AIShow all

1 paper · 2 filters

cs.AI2019★ 1k cited

Unmasking Clever Hans Predictors and Assessing What Machines Really Learn

Sebastian Lapuschkin, Stephan Wäldchen, Alexander Binder +3

Current learning machines have successfully solved hard application problems, reaching high accuracy and displaying seemingly "intelligent" behavior. Here we apply recent technique…

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