Oxford

Correspondence to: Lucas Irwin, lucas.irwin@stcatz.ox.ac.uk

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Computer Vision (1)Data Curation & Synthetic Data (1)Training Efficiency & Optimization (1)

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Yeva Gabrielyan (1)Varduhi Yeghiazaryan (1)Irina Voiculescu Akian College of Science (1)Engineering (1)

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Feb 12, 2026

Akian College of Science and EngineeringFeb 12, 2026·also American University of Armenia, Oxford

PLESS: Pseudo-Label Enhancement with Spreading Scribbles for Weakly Supervised Segmentation

Stop letting noisy pseudo-labels limit your weakly supervised segmentation: PLESS propagates scribble annotations within semantically coherent regions to boost accuracy.

Yeva Gabrielyan, Varduhi Yeghiazaryan, Irina Voiculescu Akian College of Science +8

Computer Vision Data Curation & Synthetic Data Training Efficiency & Optimization

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Oxford

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