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Jovita Lukasik

14 papers hereh-index 10461 citations24 works total

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

author position
  • first author3
  • middle author8
  • last author1

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CV3
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedSurrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks

21 citations · 35 across the 13 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 2 cited

Surprisingly Strong Performance Prediction with Neural Graph Features

Gabriela Kadlecová, Jovita Lukasik, Martin Pilát +4

Performance prediction has been a key part of the neural architecture search (NAS) process, allowing to speed up NAS algorithms by avoiding resource-consuming network training. Alt…

cs.CV2024

Can We Talk Models Into Seeing the World Differently?

Paul Gavrikov, Jovita Lukasik, Steffen Jung +4

Unlike traditional vision-only models, vision language models (VLMs) offer an intuitive way to access visual content through language prompting by combining a large language model…

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