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Sontje Ihler

9 papers hereh-index 8349 citations25 works total

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

author position
  • first author2
  • middle author7

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

fields
  • cs.CV4
  • eess.IV3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedWell-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference

24 citations · 50 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

eess.IV2021★ 6 cited

Recalibration of Aleatoric and Epistemic Regression Uncertainty in Medical Imaging

Max-Heinrich Laves, Sontje Ihler, Jacob F. Fast +2

The consideration of predictive uncertainty in medical imaging with deep learning is of utmost importance. We apply estimation of both aleatoric and epistemic uncertainty by variat…

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