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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 2023Show all

2 papers · 1 filter

cs.CV2023

Active Label Refinement for Semantic Segmentation of Satellite Images

Tuan Pham Minh, Jayan Wijesingha, Daniel Kottke +5

Remote sensing through semantic segmentation of satellite images contributes to the understanding and utilisation of the earth's surface. For this purpose, semantic segmentation ne…

cs.LG2023★ 3 cited

Multi-annotator Deep Learning: A Probabilistic Framework for Classification

Marek Herde, Denis Huseljic, Bernhard Sick

Solving complex classification tasks using deep neural networks typically requires large amounts of annotated data. However, corresponding class labels are noisy when provided by e…

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