FedSC: Federated Learning with Semantic-Aware Collaboration
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Huan, Li, Haoran, Chen, Huaming, Yan, Jun, Shi, Jiahua, Shen, Jun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FedHPro: Federated Hyper-Prototype Learning via Gradient Matching
by: Wang, Huan, et al.
Published: (2026)
by: Wang, Huan, et al.
Published: (2026)
Learning to Fuse and Reconstruct Multi-View Graphs for Diabetic Retinopathy Grading
by: Li, Haoran, et al.
Published: (2026)
by: Li, Haoran, et al.
Published: (2026)
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling
by: Li, Haoran, et al.
Published: (2024)
by: Li, Haoran, et al.
Published: (2024)
FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells
by: Li, Haoran, et al.
Published: (2024)
by: Li, Haoran, et al.
Published: (2024)
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels
by: Li, Jichang, et al.
Published: (2023)
by: Li, Jichang, et al.
Published: (2023)
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
by: Wang, Huan, et al.
Published: (2025)
by: Wang, Huan, et al.
Published: (2025)
FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning
by: Wang, Huan, et al.
Published: (2025)
by: Wang, Huan, et al.
Published: (2025)
Beyond Normal References: Discriminative Few-Shot Anomaly Detection
by: Wang, Huan, et al.
Published: (2026)
by: Wang, Huan, et al.
Published: (2026)
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation
by: Zhang, Yumin, et al.
Published: (2025)
by: Zhang, Yumin, et al.
Published: (2025)
SurgFed: Language-guided Multi-Task Federated Learning for Surgical Video Understanding
by: Fang, Zheng, et al.
Published: (2026)
by: Fang, Zheng, et al.
Published: (2026)
FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning
by: Zhu, Meilu, et al.
Published: (2025)
by: Zhu, Meilu, et al.
Published: (2025)
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation
by: Tan, Jieyi, et al.
Published: (2024)
by: Tan, Jieyi, et al.
Published: (2024)
Rehearsal-free Federated Domain-incremental Learning
by: Sun, Rui, et al.
Published: (2024)
by: Sun, Rui, et al.
Published: (2024)
AdaFedFR: Federated Face Recognition with Adaptive Inter-Class Representation Learning
by: Qiu, Di, et al.
Published: (2024)
by: Qiu, Di, et al.
Published: (2024)
Self-Creative Text-to-Object Generation using Semantic-Aware Spatial Weighting
by: Yu, Yue, et al.
Published: (2026)
by: Yu, Yue, et al.
Published: (2026)
Lifecycle-Aware Federated Continual Learning in Mobile Autonomous Systems
by: Wu, Beining, et al.
Published: (2026)
by: Wu, Beining, et al.
Published: (2026)
UG-FedDA: Uncertainty-Guided Federated Domain Adaptation for Multi-Center Alzheimer's Disease Detection
by: Zhu, Fubao, et al.
Published: (2025)
by: Zhu, Fubao, et al.
Published: (2025)
Multilevel Semantic-Aware Model for AI-Generated Video Quality Assessment
by: Li, Jiaze, et al.
Published: (2025)
by: Li, Jiaze, et al.
Published: (2025)
Spatial-Regularization-Aware Dual-Branch Collaborative Inference for Training-Free OVSS in Remote Sensing Imagery
by: Wang, Jianzheng, et al.
Published: (2026)
by: Wang, Jianzheng, et al.
Published: (2026)
FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning
by: Rajib, Rakibul Hasan, et al.
Published: (2025)
by: Rajib, Rakibul Hasan, et al.
Published: (2025)
Traffic Image Restoration under Adverse Weather via Frequency-Aware Mamba
by: Pan, Liwen, et al.
Published: (2025)
by: Pan, Liwen, et al.
Published: (2025)
FedDBP: Enhancing Federated Prototype Learning with Dual-Branch Features and Personalized Global Fusion
by: Gao, Ningzhi, et al.
Published: (2026)
by: Gao, Ningzhi, et al.
Published: (2026)
Dual Mutual Learning Network with Global-local Awareness for RGB-D Salient Object Detection
by: Yi, Kang, et al.
Published: (2025)
by: Yi, Kang, et al.
Published: (2025)
ViCA-NeRF: View-Consistency-Aware 3D Editing of Neural Radiance Fields
by: Dong, Jiahua, et al.
Published: (2024)
by: Dong, Jiahua, et al.
Published: (2024)
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition
by: Tan, Zichang, et al.
Published: (2023)
by: Tan, Zichang, et al.
Published: (2023)
FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift
by: Le, Huy Q., et al.
Published: (2026)
by: Le, Huy Q., et al.
Published: (2026)
Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner
by: Cui, Xing, et al.
Published: (2024)
by: Cui, Xing, et al.
Published: (2024)
FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models
by: Yang, Mingzhao, et al.
Published: (2024)
by: Yang, Mingzhao, et al.
Published: (2024)
SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning
by: Lai, Jinxiang, et al.
Published: (2023)
by: Lai, Jinxiang, et al.
Published: (2023)
Heterogeneous Federated Learning with Splited Language Model
by: Shi, Yifan, et al.
Published: (2024)
by: Shi, Yifan, et al.
Published: (2024)
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units
by: Fang, Shaoheng, et al.
Published: (2024)
by: Fang, Shaoheng, et al.
Published: (2024)
Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment
by: Zhang, Shi-Chen, et al.
Published: (2025)
by: Zhang, Shi-Chen, et al.
Published: (2025)
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise
by: Wu, Nannan, et al.
Published: (2023)
by: Wu, Nannan, et al.
Published: (2023)
GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model
by: Zhu, Zhiyu, et al.
Published: (2024)
by: Zhu, Zhiyu, et al.
Published: (2024)
Visual-Geometric Collaborative Guidance for Affordance Learning
by: Luo, Hongchen, et al.
Published: (2024)
by: Luo, Hongchen, et al.
Published: (2024)
Fed3D: Federated 3D Object Detection
by: Dai, Suyan, et al.
Published: (2026)
by: Dai, Suyan, et al.
Published: (2026)
Semantic Causality-Aware Vision-Based 3D Occupancy Prediction
by: Chen, Dubing, et al.
Published: (2025)
by: Chen, Dubing, et al.
Published: (2025)
Learning to mask: Towards generalized face forgery detection
by: Fei, Jianwei, et al.
Published: (2022)
by: Fei, Jianwei, et al.
Published: (2022)
FedVLM: Scalable Personalized Vision-Language Models through Federated Learning
by: Mitra, Arkajyoti, et al.
Published: (2025)
by: Mitra, Arkajyoti, et al.
Published: (2025)
FedDEAP: Adaptive Dual-Prompt Tuning for Multi-Domain Federated Learning
by: Zheng, Yubin, et al.
Published: (2025)
by: Zheng, Yubin, et al.
Published: (2025)
Similar Items
-
FedHPro: Federated Hyper-Prototype Learning via Gradient Matching
by: Wang, Huan, et al.
Published: (2026) -
Learning to Fuse and Reconstruct Multi-View Graphs for Diabetic Retinopathy Grading
by: Li, Haoran, et al.
Published: (2026) -
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling
by: Li, Haoran, et al.
Published: (2024) -
FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells
by: Li, Haoran, et al.
Published: (2024) -
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels
by: Li, Jichang, et al.
Published: (2023)