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researcher

M. Herde

16 papers hereh-index 8228 citations34 works total

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

author position
  • first author5
  • middle author10

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CV4
  • cs.CL1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedA Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification

18 citations · 27 across the 14 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024★ 1 cited

Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension

Marek Herde, Lukas Lührs, Denis Huseljic +1

Training with noisy class labels impairs neural networks' generalization performance. In this context, mixup is a popular regularization technique to improve training robustness by…

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