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researcher

Karol Zieba

2 papers hereh-index 44.8k citations7 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedEnd to End Learning for Self-Driving Cars

3.1k citations · 3.1k across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2016★ 46 cited

VisualBackProp: efficient visualization of CNNs

Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski +4

This paper proposes a new method, that we call VisualBackProp, for visualizing which sets of pixels of the input image contribute most to the predictions made by the convolutional…

cs.CV2016★ 3.1k cited

End to End Learning for Self-Driving Cars

Mariusz Bojarski, Davide Del Testa, Daniel Dworakowski +10

We trained a convolutional neural network (CNN) to map raw pixels from a single front-facing camera directly to steering commands. This end-to-end approach proved surprisingly powe…

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