Sebastian Pölsterl
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🗺️ Taxonomy Completionist (14)
🧭
Keyword Pioneer
📈
Trend Setter
Conferences
AAAI (1)
CVPR (1)
JMLR (1)
MIDL (1)
Top co-authors
Keywords
medical imaging
(1)
brain imaging
(1)
survival analysis
(1)
magnetic resonance imaging
(1)
support vector machine
(1)
convolutional neural network
(1)
case-based reasoning
(1)
mesh generation
(1)
shapley value
(1)
hazard function
(1)
attribution map
(1)
censored datum
(1)
graph convolutional neural network
(1)
3d mesh generation
(1)
graph neural network
(1)
cortical surface reconstruction
(1)
3d mri scan
(1)
geometric deep neural network
(1)
mri scan
(1)
cox model
(1)
Papers
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
AAAI 2024
From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data
MIDL 2024
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks
CVPR 2022
scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn
JMLR 2020