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researcher

Pia Hanfeld

6 papers hereh-index 214 citations6 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.LG3
  • cs.RO3

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedInFlow: Robust outlier detection utilizing Normalizing Flows

5 citations · 5 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 5 cited

InFlow: Robust outlier detection utilizing Normalizing Flows

Nishant Kumar, Pia Hanfeld, Michael Hecht +3

Normalizing flows are prominent deep generative models that provide tractable probability distributions and efficient density estimation. However, they are well known to fail while…

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