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Sergio Naval Marimont

7 papers hereh-index 6225 citations12 works total

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

author position
  • first author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • eess.IV2

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedAchieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomalies

3 citations · 3 across the 7 of their papers we have counts for

collaborators
Showing 2024 · cs.CVShow all

1 paper · 2 filters

cs.CV2024

Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection

Sergio Naval Marimont, Vasilis Siomos, Matthew Baugh +3

Unsupervised Anomaly Detection (UAD) methods aim to identify anomalies in test samples comparing them with a normative distribution learned from a dataset known to be anomaly-free.…

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