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researcher

Jacek Ma'ndziuk

19 papers hereh-index 8750 citations19 works total

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

author position
  • middle author3
  • last author16

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.GT4
  • cs.LG4
  • cs.CV3
  • cs.NE3
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedAn overview of mixing augmentation methods and augmentation strategies

83 citations · 220 across the 18 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2021★ 1 cited

Prediction of the Facial Growth Direction is Challenging

Stanisław Kaźmierczak, Zofia Juszka, Vaska Vandevska-Radunovic +3

Facial dysmorphology or malocclusion is frequently associated with abnormal growth of the face. The ability to predict facial growth (FG) direction would allow clinicians to prepar…

cs.CV2021★ 83 cited

An overview of mixing augmentation methods and augmentation strategies

Dominik Lewy, Jacek Mańdziuk

Deep Convolutional Neural Networks have made an incredible progress in many Computer Vision tasks. This progress, however, often relies on the availability of large amounts of the…

cs.CV2020★ 5 cited

A Committee of Convolutional Neural Networks for Image Classication in the Concurrent Presence of Feature and Label Noise

Stanisław Kaźmierczak, Jacek Mańdziuk

Image classification has become a ubiquitous task. Models trained on good quality data achieve accuracy which in some application domains is already above human-level performance.…

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