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researcher

I. Podolak

9 papers hereh-index 12505 citations46 works total

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

author position
  • middle author5
  • last author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedDocking-based generative approaches in the search for new drug candidates

48 citations · 107 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 3 cited

Relative Molecule Self-Attention Transformer

Łukasz Maziarka, Dawid Majchrowski, Tomasz Danel +5

Self-supervised learning holds promise to revolutionize molecule property prediction - a central task to drug discovery and many more industries - by enabling data efficient learni…

cs.LG2021★ 30 cited

Zero Time Waste: Recycling Predictions in Early Exit Neural Networks

Maciej Wołczyk, Bartosz Wójcik, Klaudia Bałazy +4

The problem of reducing processing time of large deep learning models is a fundamental challenge in many real-world applications. Early exit methods strive towards this goal by att…

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