Kilian M. Pohl
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
continual learning
(1)
catastrophic forgetting
(1)
semantic segmentation
(1)
feature learning
(1)
few-shot learning
(1)
anomaly detection
(1)
feature distribution
(1)
batch normalization
(1)
adversarial training
(1)
statistical independence
(1)
covariate shift
(1)
bias correction
(1)
regression analysis
(1)
recursive least squares
(1)
bias mitigation
(1)
few-shot segmentation
(1)
fair representation learning
(1)
feature normalization
(1)
distance correlation
(1)
part segmentation
(1)
Papers
Confounder-Free Continual Learning via Recursive Feature Normalization
ICML 2025
Evaluating the Quality of Brain MRI Generators
MICCAI 2024
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection
AAAI 2024
SOM2LM: Self-Organized Multi-Modal Longitudinal Maps
MICCAI 2024
Metadata Normalization
CVPR 2021
Representation Learning With Statistical Independence to Mitigate Bias
WACV 2021