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Jannik Franzen

3 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

CVPR (1) MICCAI (1) NeurIPS (1)

Top co-authors

Claudia Winklmayr (3) Nora Koreuber (2) Christoph Karg (2) Josef Lorenz Rumberger (2) Dagmar Kainmueller (2) Vanessa Emanuela Guarino (1) Sonja Greven (1) Vanessa E. Guarino (1) Fabian H. Reith (1) Jan P. Albrecht (1)

Research topics

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

Keywords

image segmentation (2) uncertainty quantification (2) medical imaging (1) procedural generation (1) benchmark dataset (1) out-of-distribution detection (1) histopathological image (1) failure detection (1) uncertainty aggregation (1) biomedical image analysis (1) 3d scene creation (1) histopathological imaging (1)

Papers

Better than Average: Spatially-Aware Aggregation of Segmentation Uncertainty Improves Downstream Performance CVPR 2026 PathoCellBench: A Comprehensive Benchmark for Cell Phenotyping MICCAI 2025 Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification NeurIPS 2024