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Daniel Sonntag

34 papers hereh-index 272.7k citations220 works total

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

author position
  • sole author4
  • first author5
  • middle author3
  • last author21

Across the 33 of 34 papers where every author was matched, so the position is known.

fields
  • cs.CV13
  • cs.HC9
  • cs.CL4
  • cs.LG3
  • eess.IV3
  • cs.AI1
same name
  • Daniel Sonntag — 19 papers, h 7
  • Daniel Sonntag — 8 papers, h 4
  • Daniel Sonntag — 5 papers, h 2
  • Daniel Sonntag — 2 papers, h 1
  • Daniel Sonntag — 2 papers, h 5
  • Daniel Sonntag — 1 paper, h 4

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
20082023
most citedLVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching

18 citations · 72 across the 24 of their papers we have counts for

collaborators
Showing 2023 · cs.HCShow all

2 papers · 2 filters

cs.HC2023★ 2 cited

A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models

Hannes Kath, Bengt Lüers, Thiago S. Gouvêa +1

Deep learning is ubiquitous, but its lack of transparency limits its impact on several potential application areas. We demonstrate a virtual reality tool for automating the process…

cs.HC2023★ 1 cited

Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop

Siting Liang, Mareike Hartmann, Daniel Sonntag

This paper presents our project proposal for extracting biomedical information from German clinical narratives with limited amounts of annotations. We first describe the applied st…

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