Moritz Fuchs
6 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Keywords
semantic segmentation
(2)
uncertainty quantification
(2)
federated learning
(2)
variational inference
(1)
anomaly detection
(1)
epistemic uncertainty
(1)
data augmentation
(1)
generative augmentation
(1)
bayesian model
(1)
unsupervised segmentation
(1)
foundation model
(1)
denoising diffusion model
(1)
bayesian neural network
(1)
latent diffusion model
(1)
segment anything model
(1)
deep ensemble
(1)
out-of-distribution robustness
(1)
brain tumor segmentation
(1)
dynamic environment
(1)
knowledge transferability
(1)
Papers
Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity
WACV 2025
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation
WACV 2025
ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning
MIDL 2024
HARP: Unsupervised Histopathology Artifact Restoration
MIDL 2024
UnCLe SAM: Unleashing SAM’s Potential for Continual Prostate MRI Segmentation
MIDL 2024
Practical uncertainty quantification for brain tumor segmentation
MIDL 2022