Reinhard Koch

3 papers · 2013–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird ❓ The Questioner 🚀 Conference Pioneer

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Venues

ECCV (1) ICCV (1) NeurIPS (1)

Top co-authors

Claudius Zelenka (2) Rainer Kiko (2) Lars Schmarje (2) Nina Volkmann (2) Jenny Stracke (2) Anna Valros (1) Simon-Martin Schröder (1) Mariusz Oszust (1) Anne Jordt-Sedlazeck (1) Sabine Dippel (1)

Research topics

Computer Vision (1) Deep Learning (1) Machine Learning (1) Analysis (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

image classification (1) 3d reconstruction (1) semi-supervised learning (1) data annotation (1) depth estimation (1) label noise (1) data quality (1) camera pose (1) bundle adjustment (1) refractive distortion (1)

Papers

A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-Supervised Classification and Clustering ECCV 2022 Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation NeurIPS 2022 Refractive Structure-from-Motion on Underwater Images ICCV 2013