conftrace_

Peter Bosman

4 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

MIDL (3) ICML (1)

Top co-authors

Tanja Alderliesten (4) Henrike Westerveld (2) Monika Grewal (2) Alexander Chebykin (2) Dustin van Weersel (1) Arkadiy Dushatskiy (1)

Research topics

Machine Learning (4) Computer Vision (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Application Areas (1) Architectures (1) Clinical (1) Core AI (1) Domain-Specific (1) Generation (1) Learning Types (1) Processing (1)

Keywords

image segmentation (1) semi-supervised learning (1) distributed learning (1) multi-objective learning (1) hyperparameter tuning (1) multi-objective optimization (1) deep neural network (1) evolutionary algorithm (1) pareto frontier (1) synthetic image (1) population-based training (1) medical image synthesis (1) teacher student (1) deformable image registration (1) organs at risk (1) cervical cancer (1) radiation treatment (1) hyperparameter free (1) segmentation (1) trade-off (1)

Papers

Hyperparameter-Free Medical Image Synthesis for Sharing Data and Improving Site-Specific Segmentation MIDL 2024 Multi-Objective Learning for Deformable Image Registration MIDL 2024 Learning Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations MIDL 2023 Multi-Objective Population Based Training ICML 2023