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Nikolina Kubiak

2 papers here

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2
same name
  • Nikolina Kubiak — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedTACTIC: Joint Rate-Distortion-Accuracy Optimisation for Low Bitrate Compression

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

collaborators

2 papers

cs.CV2024

RenDetNet: Weakly-supervised Shadow Detection with Shadow Caster Verification

Nikolina Kubiak, Elliot Wortman, Armin Mustafa +3

Existing shadow detection models struggle to differentiate dark image areas from shadows. In this paper, we tackle this issue by verifying that all detected shadows are real, i.e.…

cs.CV2021★ 2 cited

TACTIC: Joint Rate-Distortion-Accuracy Optimisation for Low Bitrate Compression

Nikolina Kubiak, Simon Hadfield

We present TACTIC: Task-Aware Compression Through Intelligent Coding. Our lossy compression model learns based on the rate-distortion-accuracy trade-off for a specific task. By con…

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