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researcher

Illia Volkov

2 papers here

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

author position
  • first author1
  • middle author1

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 citedFlaws of ImageNet, Computer Vision's Favourite Dataset

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2025

Image Recognition with Vision and Language Embeddings of VLMs

Illia Volkov, Nikita Kisel, Klara Janouskova +1

Vision-language models (VLMs) have enabled strong zero-shot classification through image-text alignment. Yet, their purely visual inference capabilities remain under-explored. In t…

cs.CV2024★ 1 cited

Flaws of ImageNet, Computer Vision's Favourite Dataset

Nikita Kisel, Illia Volkov, Katerina Hanzelkova +2

Since its release, ImageNet-1k dataset has become a gold standard for evaluating model performance. It has served as the foundation for numerous other datasets and training tasks i…

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