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researcher

V. Šmídl

14 papers hereh-index 191.9k citations190 works total

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

author position
  • first author1
  • middle author3
  • last author10

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML3
  • math.OC1
  • stat.AP1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedAre generative deep models for novelty detection truly better?

32 citations · 55 across the 13 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019★ 5 cited

Anomaly scores for generative models

Václav Šmídl, Jan Bím, Tomáš Pevný

Reconstruction error is a prevalent score used to identify anomalous samples when data are modeled by generative models, such as (variational) auto-encoders or generative adversari…

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