Paul F. Jäger
6 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 👥 Mega-Team · Civilization
🚀
Conference Pioneer
❓
The Questioner
(2)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
semantic segmentation
(1)
multi-task learning
(1)
function approximation
(1)
data augmentation
(1)
conditional generation
(1)
medical image segmentation
(1)
deep learning
(1)
iterative refinement
(1)
gaussian process
(1)
time series
(1)
image analysis
(1)
selective classification
(1)
biomedical imaging
(1)
convolutional neural network
(1)
confidence scoring
(1)
risk coverage
(1)
rejection threshold
(1)
generalized risk
(1)
metric evaluation
(1)
neural process
(1)
Papers
Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
MICCAI 2024
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
MICCAI 2024
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
NeurIPS 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
Why Is the Winner the Best?
CVPR 2023
GP-ConvCNP: Better generalization for conditional convolutional Neural Processes on time series data
UAI 2021