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researcher

Leon Sixt

Freie Universität Berlin

9 papers hereh-index 7654 citations10 works total

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

author position
  • first author5
  • middle author3
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI1
  • cs.CV1
  • cs.NE1
  • stat.ML1
affiliations
  • Freie Universität Berlin
HomepageORCID 0000-0001-7536-4720

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedRestricting the Flow: Information Bottlenecks for Attribution

54 citations · 128 across the 8 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 42 cited

When Explanations Lie: Why Many Modified BP Attributions Fail

Leon Sixt, Maximilian Granz, Tim Landgraf

Attribution methods aim to explain a neural network's prediction by highlighting the most relevant image areas. A popular approach is to backpropagate (BP) a custom relevance score…

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