Moritz Fuchs
6 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
MIDL (4)
WACV (2)
Top co-authors
Keywords
uncertainty quantification
(2)
semantic segmentation
(2)
continual learning
(1)
variational inference
(1)
epistemic uncertainty
(1)
data augmentation
(1)
generative augmentation
(1)
bayesian model
(1)
bayesian neural network
(1)
latent diffusion model
(1)
deep ensemble
(1)
out-of-distribution robustness
(1)
brain tumor segmentation
(1)
surgical segmentation
(1)
federated learning
(1)
variational u-net
(1)
image classification
(1)
Papers
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation
WACV 2025
Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity
WACV 2025
HARP: Unsupervised Histopathology Artifact Restoration
MIDL 2024
ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning
MIDL 2024
UnCLe SAM: Unleashing SAMβs Potential for Continual Prostate MRI Segmentation
MIDL 2024
Practical uncertainty quantification for brain tumor segmentation
MIDL 2022