Felix Wagner
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
CVPR (1)
MIDL (1)
WACV (1)
Top co-authors
Keywords
federated learning
(4)
parameter-efficient fine-tuning
(2)
vision-language model
(2)
multimodal learning
(1)
multi-modal learning
(1)
medical image segmentation
(1)
disease detection
(1)
heterogeneous datum
(1)
wasserstein barycenter
(1)
layer selection
(1)
meta-heuristic optimization
(1)
modality imputation
(1)
medical vision
(1)
brain lesion
(1)
mri modality
(1)
neural tangent kernel
(1)
knowledge distillation
(1)
Papers
FedPIA β 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
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
Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation
MIDL 2024