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researcher

Jože M. Rožanec

22 papers hereh-index 15732 citations65 works total

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

author position
  • first author15
  • middle author7

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.AI9
  • cs.LG8
  • cs.CV3
  • cs.HC1
  • cs.RO1
same name
  • Jože M. Rožanec — 1 paper

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
20212026
most citedSynthetic Data Augmentation Using GAN For Improved Automated Visual Inspection

5 citations · 28 across the 15 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

2 papers · 2 filters

cs.LG2022★ 1 cited

Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks

Jože M. Rožanec, Dimitrios Papamartzivanos, Entso Veliou +4

We propose using a two-layered deployment of machine learning models to prevent adversarial attacks. The first layer determines whether the data was tampered, while the second laye…

cs.LG2022★ 2 cited

Active Learning and Novel Model Calibration Measurements for Automated Visual Inspection in Manufacturing

Jože M. Rožanec, Luka Bizjak, Elena Trajkova +4

Quality control is a crucial activity performed by manufacturing enterprises to ensure that their products meet quality standards and avoid potential damage to the brand's reputati…

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