Josef Lorenz Rumberger

5 papers · 2021–2026 · 4 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICCV (1) MICCAI (1) MIDL (1)

Top co-authors

Elias Baumann (2) Jannik Franzen (2) Dagmar Kainmuller (2) Claudia Winklmayr (2) Lisa Mais (2) Dagmar Kainmueller (2) Vanessa Emanuela Guarino (2) Peter Hirsch (2) María Rodríguez Martínez (1) Sonja Greven (1)

Research topics

Computer Vision (4) Analysis (3) Healthcare & Medicine (2) Machine Learning (2) Core Methods (2) Domain-Specific (2) Processing (2) Artificial Intelligence (1) Deep Learning (1) Clinical (1) Core AI (1) Learning Types (1) Research (1)

Keywords

instance segmentation (2) metric learning (1) uncertainty quantification (1) medical imaging (1) 3d vision (1) convolutional neural network (1) benchmark dataset (1) out-of-distribution detection (1) 3d segmentation (1) failure detection (1) long-range dependency (1) encoder-decoder network (1) uncertainty aggregation (1) nuclei segmentation (1) light microscopy (1) neuron morphology (1) filamentous structure (1) volumetric imaging (1) neuron segmentation (1) shift equivariance (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 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024 HoVer-NeXt: A Fast Nuclei Segmentation and Classification Pipeline for Next Generation Histopathology MIDL 2024 How Shift Equivariance Impacts Metric Learning for Instance Segmentation ICCV 2021