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researcher

Volker Tresp

78 papers hereh-index 323.5k citations101 works total

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

author position
  • first author1
  • middle author18
  • last author52

Across the 71 of 78 papers where every author was matched, so the position is known.

fields
  • cs.LG39
  • cs.CV22
  • cs.AI9
  • cs.CL4
  • quant-ph3
  • stat.ME1
same name
  • Volker Tresp — 51 papers, h 59
  • Volker Tresp — 25 papers, h 10
  • Volker Tresp — 16 papers, h 2
  • Volker Tresp — 14 papers, h 3
  • Volker Tresp — 6 papers
  • Volker Tresp — 2 papers, h 3

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
20192025
most citedBringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework

129 citations · 494 across the 76 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 4 cited

Contextual Prediction Difference Analysis for Explaining Individual Image Classifications

Jindong Gu, Volker Tresp

Much effort has been devoted to understanding the decisions of deep neural networks in recent years. A number of model-aware saliency methods were proposed to explain individual cl…

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