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researcher

Julius Adebayo

5 papers hereh-index 93.9k citations17 works total

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

author position
  • first author2
  • middle author2
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.AI1
  • cs.LG1
  • stat.ML1
same name
  • Julius Adebayo — 2 papers
  • Julius Adebayo — 1 paper

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
20172019
most citedThe (Un)reliability of saliency methods

165 citations · 178 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 165 cited

The (Un)reliability of saliency methods

Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo +5

Saliency methods aim to explain the predictions of deep neural networks. These methods lack reliability when the explanation is sensitive to factors that do not contribute to the m…

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