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researcher

J. Nalepa

17 papers hereh-index 354.3k citations272 works total

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

author position
  • first author7
  • middle author6
  • last author4

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • cs.LG4
  • quant-ph2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedHyperspectral Data Augmentation

4 citations · 8 across the 9 of their papers we have counts for

collaborators
Showing quant-phShow all

2 papers · 1 filter

quant-ph2025

Light-cone feature selection in methane hyperspectral images

Artur Miroszewski, Jakub Nalepa, Agata M. Wijata

Hyperspectral images (HSIs) capture detailed spectral information across numerous contiguous bands, enabling the extraction of intrinsic characteristics of scanned objects and area…

quant-ph2025

To center or not to center? Hyperspectral data vs. quantum covariance matrices

Artur Miroszewski, Jakub Nalepa, Agata M. Wijata

We highlight how the L2 normalization required for embedding data in quantum states affects data centering, which can significantly influence quantum amplitude-encoded covarianc…

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