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Showing papers from Czech Technical University of Prague Show all papers

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NeurIPS 2026SpotlightCzech Technical University of PrCzech Technical Univeresity in PCzech Technical Univeresity in PCzech TechicalDatasets & benchmarks

Doomed to Re-Annotate, Forever: The ImageNet Story

ReImageNet reveals ~12% of ImageNet-1k labels are wrong and reannotation boosts top-1 accuracy up to 1.2% for supervised models and 5, 6% for MLLMs.

Illia Volkov, Nikita Kisel, Tetiana Mishkina, Klara Janouskova and 1 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026 · ▲ 3 on Hugging Face

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AI panel: 15 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 3/5
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NeurIPS 2026Czech Technical University in PrTechnionCzech Technical University of PrFairness & bias

Intersectional Fairness via Mixed-Integer Optimization

A mixed-integer optimization framework trains interpretable classifiers that bound intersectional bias below acceptable thresholds across protected subgroups.

Jiří; Němeček, Mark Kozdoba, Illia Kryvoviaz, Tomáš Pevný and 1 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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8/20 AI panelreviewers recommend it

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AI panel: 8 of 20 reviewers recommend it
lenient 5/5
medium 3/10
strict 0/5