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Géraldin Nanfack

9 papers hereh-index 8365 citations19 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.LG6
  • cs.CV2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedAn Experimental Investigation into the Evaluation of Explainability Methods

3 citations · 4 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Adversarial Attacks on the Interpretation of Neuron Activation Maximization

Geraldin Nanfack, Alexander Fulleringer, Jonathan Marty +2

The internal functional behavior of trained Deep Neural Networks is notoriously difficult to interpret. Activation-maximization approaches are one set of techniques used to interpr…

cs.LG2023★ 3 cited

An Experimental Investigation into the Evaluation of Explainability Methods

Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack +7

EXplainable Artificial Intelligence (XAI) aims to help users to grasp the reasoning behind the predictions of an Artificial Intelligence (AI) system. Many XAI approaches have emerg…

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