Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions Aug 5, 2022 Diagnostic Federated Learning
— Unverified 0 Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application Jan 12, 2023 Data Poisoning Federated Learning
— Unverified 0 DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning May 2, 2023 Backdoor Attack Federated Learning
— Unverified 0 FederatedTrust: A Solution for Trustworthy Federated Learning Feb 20, 2023 Edge-computing Fairness
— Unverified 0 Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method Jan 7, 2020 Federated Learning Privacy Preserving
— Unverified 0 D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data Jul 15, 2025 Federated Learning Time Series
— Unverified 0 Federated Two-stage Learning with Sign-based Voting Dec 10, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0 Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents Oct 30, 2024 Federated Learning
— Unverified 0 Federated Unbiased Learning to Rank May 11, 2021 Federated Learning Learning-To-Rank
— Unverified 0 Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging Mar 23, 2023 Federated Learning
— Unverified 0 ATPFL: Automatic Trajectory Prediction Model Design Under Federated Learning Framework Jan 1, 2022 Federated Learning Trajectory Prediction
— Unverified 0 Federated Unlearning Dec 27, 2020 Data Poisoning Federated Learning
— Unverified 0 Federated Learning for Large-Scale Scene Modeling with Neural Radiance Fields Sep 12, 2023 Federated Learning Lifelong learning
— Unverified 0 Federated Unlearning for Human Activity Recognition Jan 17, 2024 Activity Recognition Federated Learning
— Unverified 0 D2p-fed:Differentially Private Federated Learning with Efficient Communication Jan 1, 2021 Federated Learning
— Unverified 0 Federated Learning for IoUT: Concepts, Applications, Challenges and Opportunities Jul 28, 2022 BIG-bench Machine Learning Federated Learning
— Unverified 0 Federated Learning for Intrusion Detection in IoT Security: A Hybrid Ensemble Approach Jun 25, 2021 Federated Learning Intrusion Detection
— Unverified 0 Federated Unlearning via Active Forgetting Jul 7, 2023 Federated Learning Incremental Learning
— Unverified 0 CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning Jan 28, 2023 Continual Learning Federated Learning
— Unverified 0 ATM: Improving Model Merging by Alternating Tuning and Merging Nov 5, 2024 Federated Learning Multi-Task Learning
— Unverified 0 Federated Unlearning with Knowledge Distillation Jan 24, 2022 Federated Learning Knowledge Distillation
— Unverified 0 Federated Unsupervised Domain Adaptation for Face Recognition Apr 9, 2022 Clustering Domain Adaptation
— Unverified 0 A Generative Framework for Personalized Learning and Estimation: Theory, Algorithms, and Privacy Jul 5, 2022 Federated Learning Knowledge Distillation
— Unverified 0 Federated Unsupervised Representation Learning Oct 18, 2020 Federated Learning Representation Learning
— Unverified 0 Federated Unsupervised Semantic Segmentation May 29, 2025 Federated Learning Image Segmentation
— Unverified 0 Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions Jun 16, 2021 Anomaly Detection Autonomous Vehicles
— Unverified 0 Federated User Representation Learning Sep 27, 2019 Federated Learning Privacy Preserving
— Unverified 0 Federated Variational Inference for Bayesian Mixture Models Feb 18, 2025 Clustering Federated Learning
— Unverified 0 Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning May 17, 2024 Federated Learning
— Unverified 0 Federated Variational Inference: Towards Improved Personalization and Generalization May 23, 2023 Bayesian Inference Federated Learning
— Unverified 0 Federated Virtual Learning on Heterogeneous Data with Local-global Distillation Mar 4, 2023 Dataset Distillation Federated Learning
— Unverified 0 Federated Learning for Internet of Things: A Comprehensive Survey Apr 16, 2021 Federated Learning Survey
— Unverified 0 Federated Learning for Internet of Things: Applications, Challenges, and Opportunities Nov 15, 2021 Federated Learning
— Unverified 0 Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures Jul 16, 2021 AutoML Federated Learning
— Unverified 0 CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning Jan 21, 2025 Collaborative Fairness Fairness
— Unverified 0 Federated XGBoost on Sample-Wise Non-IID Data Sep 3, 2022 Federated Learning
— Unverified 0 A Thorough Assessment of the Non-IID Data Impact in Federated Learning Mar 21, 2025 Federated Learning
— Unverified 0 Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces Aug 29, 2022 Attribute Federated Learning
— Unverified 0 Federated Learning for Inference at Anytime and Anywhere Dec 8, 2022 Federated Learning
— Unverified 0 Federated Learning for Industrial Internet of Things in Future Industries May 31, 2021 Federated Learning
— Unverified 0 Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems Feb 26, 2021 Federated Learning
— Unverified 0 FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer Jun 27, 2023 class-incremental learning Class Incremental Learning
— Unverified 0 FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography Sep 21, 2024 Federated Learning
— Unverified 0 FedEval: A Holistic Evaluation Framework for Federated Learning Nov 19, 2020 Benchmarking Federated Learning
— Unverified 0 Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings Jul 3, 2025 Code Classification Federated Learning
— Unverified 0 Federated Learning for Healthcare Informatics Nov 13, 2019 Federated Learning
— Unverified 0 A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning Dec 27, 2023 Federated Learning
— Unverified 0 SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning Sep 24, 2021 BIG-bench Machine Learning Fairness
— Unverified 0 Adaptive Deadline and Batch Layered Synchronized Federated Learning May 29, 2025 Federated Learning
— Unverified 0 Federated Learning for Healthcare Domain - Pipeline, Applications and Challenges Nov 15, 2022 Federated Learning Survey
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