Lisa Mais
3 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
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Research topics
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)
vessel segmentation
(1)
light microscopy
(1)
neuron morphology
(1)
filamentous structure
(1)
volumetric imaging
(1)
neuron segmentation
(1)
shift equivariance
(1)
biomedical image
(1)
microscopy image analysis
(1)
topological accuracy
(1)
vascular graph reconstruction
(1)
metric learning
(1)
Papers
Vesselpose: Vessel Graph Reconstruction from Learned Voxel-wise Direction Vectors in 3D Vascular Images
MIDL 2026
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures
CVPR 2024
How Shift Equivariance Impacts Metric Learning for Instance Segmentation
ICCV 2021