FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels
Fuente:
arXiv
Guardado en:
| Autores principales: | Tölle, Malte, Navarro, Fernando, Eble, Sebastian, Wolf, Ivo, Menze, Bjoern, Engelhardt, Sandy |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers
por: Tölle, Malte, et al.
Publicado: (2025)
por: Tölle, Malte, et al.
Publicado: (2025)
Sparse Representation Learning for Vessels
por: Prabhakar, Chinmay, et al.
Publicado: (2026)
por: Prabhakar, Chinmay, et al.
Publicado: (2026)
MInDI-3D: Iterative Deep Learning in 3D for Sparse-view Cone Beam Computed Tomography
por: Barco, Daniel, et al.
Publicado: (2025)
por: Barco, Daniel, et al.
Publicado: (2025)
Advancing Stroke Risk Prediction Using a Multi-modal Foundation Model
por: Delgrange, Camille, et al.
Publicado: (2024)
por: Delgrange, Camille, et al.
Publicado: (2024)
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
por: Li, Hongwei Bran, et al.
Publicado: (2024)
por: Li, Hongwei Bran, et al.
Publicado: (2024)
Label-Augmented Dataset Distillation
por: Kang, Seoungyoon, et al.
Publicado: (2024)
por: Kang, Seoungyoon, et al.
Publicado: (2024)
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks
por: Huang, Zitong, et al.
Publicado: (2024)
por: Huang, Zitong, et al.
Publicado: (2024)
GeoBiked: A Dataset with Geometric Features and Automated Labeling Techniques to Enable Deep Generative Models in Engineering Design
por: Mueller, Phillip, et al.
Publicado: (2024)
por: Mueller, Phillip, et al.
Publicado: (2024)
MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis
por: Seyfarth, Marvin, et al.
Publicado: (2025)
por: Seyfarth, Marvin, et al.
Publicado: (2025)
Deformable Image Registration for Self-supervised Cardiac Phase Detection in Multi-View Multi-Disease Cardiac Magnetic Resonance Images
por: Koehler, Sven, et al.
Publicado: (2025)
por: Koehler, Sven, et al.
Publicado: (2025)
VariViT: A Vision Transformer for Variable Image Sizes
por: Varma, Aswathi, et al.
Publicado: (2026)
por: Varma, Aswathi, et al.
Publicado: (2026)
Sanitizing Manufacturing Dataset Labels Using Vision-Language Models
por: Mahjourian, Nazanin, et al.
Publicado: (2025)
por: Mahjourian, Nazanin, et al.
Publicado: (2025)
FNBench: Benchmarking Robust Federated Learning against Noisy Labels
por: Jiang, Xuefeng, et al.
Publicado: (2025)
por: Jiang, Xuefeng, et al.
Publicado: (2025)
FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation
por: Ukaye, Asim, et al.
Publicado: (2025)
por: Ukaye, Asim, et al.
Publicado: (2025)
I Detect What I Don't Know: Incremental Anomaly Learning with Stochastic Weight Averaging-Gaussian for Oracle-Free Medical Imaging
por: Yadav, Nand Kumar, et al.
Publicado: (2025)
por: Yadav, Nand Kumar, et al.
Publicado: (2025)
Uncertainty-aware Long-tailed Weights Model the Utility of Pseudo-labels for Semi-supervised Learning
por: Wu, Jiaqi, et al.
Publicado: (2025)
por: Wu, Jiaqi, et al.
Publicado: (2025)
CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset with High-Quality Labels
por: Wu, Chi-hsuan, et al.
Publicado: (2023)
por: Wu, Chi-hsuan, et al.
Publicado: (2023)
The Role of Predictive Uncertainty and Diversity in Embodied AI and Robot Learning
por: Senanayake, Ransalu
Publicado: (2024)
por: Senanayake, Ransalu
Publicado: (2024)
Designing and Generating Diverse, Equitable Face Image Datasets for Face Verification Tasks
por: Baltsou, Georgia, et al.
Publicado: (2025)
por: Baltsou, Georgia, et al.
Publicado: (2025)
MultiMedEval: A Benchmark and a Toolkit for Evaluating Medical Vision-Language Models
por: Royer, Corentin, et al.
Publicado: (2024)
por: Royer, Corentin, et al.
Publicado: (2024)
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
por: Sun, Peng, et al.
Publicado: (2023)
por: Sun, Peng, et al.
Publicado: (2023)
Analytical Uncertainty-Based Loss Weighting in Multi-Task Learning
por: Kirchdorfer, Lukas, et al.
Publicado: (2024)
por: Kirchdorfer, Lukas, et al.
Publicado: (2024)
RadDiagSeg-M: A Vision Language Model for Joint Diagnosis and Multi-Target Segmentation in Radiology
por: Li, Chengrun, et al.
Publicado: (2025)
por: Li, Chengrun, et al.
Publicado: (2025)
Perceptual Quality-based Model Training under Annotator Label Uncertainty
por: Zhou, Chen, et al.
Publicado: (2024)
por: Zhou, Chen, et al.
Publicado: (2024)
Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation
por: Xing, Youguang, et al.
Publicado: (2025)
por: Xing, Youguang, et al.
Publicado: (2025)
FacialFlowNet: Advancing Facial Optical Flow Estimation with a Diverse Dataset and a Decomposed Model
por: Lu, Jianzhi, et al.
Publicado: (2024)
por: Lu, Jianzhi, et al.
Publicado: (2024)
Soft Label Pruning and Quantization for Large-Scale Dataset Distillation
por: Lingao, Xiao, et al.
Publicado: (2026)
por: Lingao, Xiao, et al.
Publicado: (2026)
Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration
por: Cho, Gyusang, et al.
Publicado: (2024)
por: Cho, Gyusang, et al.
Publicado: (2024)
Label Dropout: Improved Deep Learning Echocardiography Segmentation Using Multiple Datasets With Domain Shift and Partial Labelling
por: Islam, Iman, et al.
Publicado: (2024)
por: Islam, Iman, et al.
Publicado: (2024)
Lightweight Weighted Average Ensemble Model for Pneumonia Detection in Chest X-Ray Images
por: Nettur, Suresh Babu, et al.
Publicado: (2025)
por: Nettur, Suresh Babu, et al.
Publicado: (2025)
FunCineForge: A Unified Dataset Toolkit and Model for Zero-Shot Movie Dubbing in Diverse Cinematic Scenes
por: Liu, Jiaxuan, et al.
Publicado: (2026)
por: Liu, Jiaxuan, et al.
Publicado: (2026)
TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction
por: Zhao, Yu, et al.
Publicado: (2024)
por: Zhao, Yu, et al.
Publicado: (2024)
Harmony in Diversity: Merging Neural Networks with Canonical Correlation Analysis
por: Horoi, Stefan, et al.
Publicado: (2024)
por: Horoi, Stefan, et al.
Publicado: (2024)
Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation
por: Jiang, Chenyang, et al.
Publicado: (2025)
por: Jiang, Chenyang, et al.
Publicado: (2025)
Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training
por: Doucet, Paul, et al.
Publicado: (2024)
por: Doucet, Paul, et al.
Publicado: (2024)
Label Uncertainty for Ultrasound Segmentation
por: Shivaram, Malini, et al.
Publicado: (2025)
por: Shivaram, Malini, et al.
Publicado: (2025)
Flat'n'Fold: A Diverse Multi-Modal Dataset for Garment Perception and Manipulation
por: Zhuang, Lipeng, et al.
Publicado: (2024)
por: Zhuang, Lipeng, et al.
Publicado: (2024)
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks
por: Anand, Deepa, et al.
Publicado: (2024)
por: Anand, Deepa, et al.
Publicado: (2024)
A public cardiac CT dataset featuring the left atrial appendage
por: Hansen, Bjoern, et al.
Publicado: (2025)
por: Hansen, Bjoern, et al.
Publicado: (2025)
Learning with Instance-Dependent Noisy Labels by Anchor Hallucination and Hard Sample Label Correction
por: Huang, Po-Hsuan, et al.
Publicado: (2024)
por: Huang, Po-Hsuan, et al.
Publicado: (2024)
Ejemplares similares
-
Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers
por: Tölle, Malte, et al.
Publicado: (2025) -
Sparse Representation Learning for Vessels
por: Prabhakar, Chinmay, et al.
Publicado: (2026) -
MInDI-3D: Iterative Deep Learning in 3D for Sparse-view Cone Beam Computed Tomography
por: Barco, Daniel, et al.
Publicado: (2025) -
Advancing Stroke Risk Prediction Using a Multi-modal Foundation Model
por: Delgrange, Camille, et al.
Publicado: (2024) -
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
por: Li, Hongwei Bran, et al.
Publicado: (2024)