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researcher

Alexander Heimerl

6 papers hereh-index 9366 citations27 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.CV1
  • cs.HC1
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedGANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning

110 citations · 141 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 5 cited

ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario

Alexander Heimerl, Pooja Prajod, Silvan Mertes +7

We present a multi-modal stress dataset that uses digital job interviews to induce stress. The dataset provides multi-modal data of 40 participants including audio, video (motion c…

cs.LG2020★ 110 cited

GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning

Silvan Mertes, Tobias Huber, Katharina Weitz +2

With the ongoing rise of machine learning, the need for methods for explaining decisions made by artificial intelligence systems is becoming a more and more important topic. Especi…

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