Felix Wagner
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(4)
Learning Paradigms · Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Deep Learning
(2)
Techniques
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Core AI · Computer Vision
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
federated learning
(4)
vision-language model
(2)
parameter-efficient fine-tuning
(2)
multimodal learning
(2)
joint learning
(1)
disease detection
(1)
heterogeneous data
(1)
wasserstein barycenter
(1)
layer selection
(1)
metaheuristic optimization
(1)
modality imputation
(1)
medical vision
(1)
brain lesion
(1)
mri modality
(1)
segmentation
(1)
mri
(1)
multi-modal
(1)
databases
(1)
pathologies
(1)
neural tangent kernel
(1)
Papers
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
CVPR 2025
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
WACV 2025
FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
AAAI 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection
AAAI 2025
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation
MIDL 2024