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researcher

T. Pevný

39 papers hereh-index 337.7k citations129 works total

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

author position
  • first author6
  • middle author18
  • last author15

Across the 39 of 39 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • cs.AI4
  • cs.CR4
  • stat.ML4
  • math.OC2
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedAre generative deep models for novelty detection truly better?

32 citations · 106 across the 33 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

1 paper · 2 filters

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.