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David Martens

9 papers hereh-index 487 citations11 works total

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

author position
  • first author1
  • last author8

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

fields
  • cs.CL5
  • cs.CV2
  • cs.AI1
  • cs.LG1
same name
  • David Martens — 6 papers, h 3
  • David Martens — 5 papers
  • David Martens — 4 papers, h 40
  • David Martens — 1 paper, h 1

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
20232026
most citedAggregating Local Saliency Maps for Semi-Global Explainable Image Classification

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2023

Tell Me a Story! Narrative-Driven XAI with Large Language Models

David Martens, James Hinns, Camille Dams +2

In many AI applications today, the predominance of black-box machine learning models, due to their typically higher accuracy, amplifies the need for Explainable AI (XAI). Existing…

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