Josef Lorenz Rumberger
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
CVPR (1)
ICCV (1)
MICCAI (1)
MIDL (1)
Top co-authors
Keywords
instance segmentation
(2)
medical imaging
(1)
3d vision
(1)
convolutional neural network
(1)
benchmark dataset
(1)
3d segmentation
(1)
long-range dependency
(1)
encoder-decoder network
(1)
light microscopy
(1)
neuron morphology
(1)
filamentous structure
(1)
volumetric imaging
(1)
neuron segmentation
(1)
shift equivariance
(1)
biomedical image
(1)
metric learning
(1)
microscopy image analysis
(1)
Papers
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