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researcher

J. Nalepa

38 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 author10
  • middle author13
  • last author14

Across the 37 of 38 papers where every author was matched, so the position is known.

fields
  • cs.CV20
  • cs.LG6
  • eess.IV4
  • quant-ph4
  • cs.DC2
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedDeep Learning for Multiple-Image Super-Resolution

126 citations · 552 across the 35 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.DC2026

Deep Tech to Space: Space Data Centers and AI Revolution at the Edge

Jonas Weiss, Patricia Sagmeister, Gabriel Maiolini Capez +16

Dramatic cost reductions driven by private sector innovations have led to a rapid increase in the number of satellites in orbit and a corresponding surge in space-generated data. A…

quant-ph2026

Large-Scale Quantum Kernels for Hyperspectral Data Classification

A. Delilbasic, A. Miroszewski, A. Wijata +4

Quantum kernel methods have emerged as a promising approach for leveraging high-dimensional feature spaces in machine learning, particularly in domains where classical kernel metho…

cs.LG2026

Trojan horse hunt in deep forecasting models: Insights from the European Space Agency competition

Krzysztof Kotowski, Ramez Shendy, Jakub Nalepa +10

Forecasting plays a crucial role in modern safety-critical applications, such as space operations. However, the increasing use of deep forecasting models introduces a new security…

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