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Karsten Roscher

Fraunhofer IKS

6 papers hereh-index 11349 citations41 works total

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

author position
  • middle author5
  • last author1

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

fields
  • cs.CV5
  • cs.LG1
affiliations
  • Fraunhofer IKS
same name
  • Karsten Roscher — 4 papers, 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
20212023
most citedOODformer: Out-Of-Distribution Detection Transformer

14 citations · 21 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CV2023

Preventing Errors in Person Detection: A Part-Based Self-Monitoring Framework

Franziska Schwaiger, Andrea Matic, Karsten Roscher +1

The ability to detect learned objects regardless of their appearance is crucial for autonomous systems in real-world applications. Especially for detecting humans, which is often a…

cs.LG2023

Diffusion Denoised Smoothing for Certified and Adversarial Robust Out-Of-Distribution Detection

Nicola Franco, Daniel Korth, Jeanette Miriam Lorenz +2

As the use of machine learning continues to expand, the importance of ensuring its safety cannot be overstated. A key concern in this regard is the ability to identify whether a gi…

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