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researcher

U. Tkachenko

4 papers hereh-index 339 citations5 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data

3 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2026

Don't Ask the LLM: Visual Token Pruning with Spectral Structure and Semantic Relevance

Intaek Shin, Geuntaek Lim, Sungjune Park +1

Large vision-language models (LVLMs) represent images and videos as long visual-token sequences, substantially increasing inference costs. These costs motivate visual-token pruning…

cs.CV2023★ 3 cited

ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data

Ulyana Tkachenko, Aditya Thyagarajan, Jonas Mueller

Despite powering sensitive systems like autonomous vehicles, object detection remains fairly brittle in part due to annotation errors that plague most real-world training datasets.…

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