Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation Mar 30, 2025 Federated Learning Image Segmentation
— Unverified 0Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models Oct 16, 2024 Decoder Federated Learning
— Unverified 0FedCanon: Non-Convex Composite Federated Learning with Efficient Proximal Operation on Heterogeneous Data Apr 16, 2025 Computational Efficiency Federated Learning
— Unverified 0Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles Oct 7, 2023 Autonomous Vehicles Depth Estimation
— Unverified 0A review of federated learning in renewable energy applications: Potential, challenges, and future directions Dec 18, 2023 Federated Learning Privacy Preserving
— Unverified 0Federated Self-supervised Speech Representations: Are We There Yet? Apr 6, 2022 Federated Learning Self-Supervised Learning
— Unverified 0FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning Jan 1, 2025 Federated Learning Personalized Federated Learning
— Unverified 0FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler May 24, 2024 Federated Learning
— Unverified 0A Crowdsourcing Framework for On-Device Federated Learning Nov 4, 2019 Federated Learning
— Unverified 0Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan Nov 23, 2020 Federated Learning Management
— Unverified 0Federated Semi-Supervised Learning with Class Distribution Mismatch Oct 29, 2021 Federated Learning
— Unverified 0FedFMC: Sequential Efficient Federated Learning on Non-iid Data Jun 19, 2020 Federated Learning
— Unverified 0FedFNN: Faster Training Convergence Through Update Predictions in Federated Recommender Systems Sep 14, 2023 Federated Learning Recommendation Systems
— Unverified 0Detection of Insider Attacks in Distributed Projected Subgradient Algorithms Jan 18, 2021 Federated Learning
— Unverified 0Federated Sequence-to-Sequence Learning for Load Disaggregation from Unbalanced Low-Resolution Smart Meter Data Aug 15, 2024 Federated Learning Non-Intrusive Load Monitoring
— Unverified 0Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients Sep 22, 2023 Federated Learning Load Forecasting
— Unverified 0Detection of ransomware attacks using federated learning based on the CNN model May 1, 2024 Federated Learning
— Unverified 0Federated Sinkhorn Feb 10, 2025 Federated Learning
— Unverified 0FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning May 20, 2024 Federated Learning
— Unverified 0A Federated Approach to Predict Emojis in Hindi Tweets Oct 16, 2021 Federated Learning Privacy Preserving
— Unverified 0Federated Social Recommendation with Graph Neural Network Nov 21, 2021 Federated Learning Graph Neural Network
— Unverified 0Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data Dec 18, 2024 Domain Adaptation Federated Learning
— Unverified 0FedBWO: Enhancing Communication Efficiency in Federated Learning May 7, 2025 Federated Learning
— Unverified 0Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs Mar 20, 2022 Federated Learning
— Unverified 0Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks Nov 7, 2023 Federated Learning
— Unverified 0Federated Split BERT for Heterogeneous Text Classification May 26, 2022 Classification Federated Learning
— Unverified 0Federated Split Learning for Human Activity Recognition with Differential Privacy Nov 9, 2024 Activity Recognition Federated Learning
— Unverified 0Federated Split Learning with Model Pruning and Gradient Quantization in Wireless Networks Dec 9, 2024 Federated Learning Quantization
— Unverified 0Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis Dec 1, 2021 COVID-19 Diagnosis Federated Learning
— Unverified 0Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis May 21, 2021 COVID-19 Diagnosis Federated Learning
— Unverified 0Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training Nov 2, 2021 COVID-19 Diagnosis Federated Learning
— Unverified 0Device Scheduling and Update Aggregation Policies for Asynchronous Federated Learning Jul 23, 2021 Federated Learning Scheduling
— Unverified 0Federated Learning for Heterogeneous Bandits with Unobserved Contexts Mar 29, 2023 Federated Learning Multi-Armed Bandits
— Unverified 0Federated Stochastic Gradient Descent Begets Self-Induced Momentum Feb 17, 2022 Federated Learning
— Unverified 0A review of Federated Learning in Intrusion Detection Systems for IoT Apr 26, 2022 Federated Learning Intrusion Detection
— Unverified 0FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining Apr 8, 2025 Federated Learning
— Unverified 0Device Scheduling with Fast Convergence for Wireless Federated Learning Nov 3, 2019 Federated Learning Scheduling
— Unverified 0Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression Jan 23, 2023 Dimensionality Reduction Federated Learning
— Unverified 0Federated Survival Analysis with Discrete-Time Cox Models Jun 16, 2020 Federated Learning Privacy Preserving
— Unverified 0Bayesian data fusion with shared priors Dec 14, 2022 Bayesian Inference Federated Learning
— Unverified 0Federated TD Learning over Finite-Rate Erasure Channels: Linear Speedup under Markovian Sampling May 14, 2023 Distributed Optimization Federated Learning
— Unverified 0Federated Testing (FedTest): A New Scheme to Enhance Convergence and Mitigate Adversarial Attacks in Federating Learning Jan 19, 2025 Federated Learning Privacy Preserving
— Unverified 0Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation Oct 25, 2021 Face Presentation Attack Detection Face Recognition
— Unverified 0Federated Time Series Generation on Feature and Temporally Misaligned Data Oct 28, 2024 Federated Learning Time Series
— Unverified 0Federated Training of Dual Encoding Models on Small Non-IID Client Datasets Sep 30, 2022 Federated Learning Representation Learning
— Unverified 0Federated Transfer Learning Aided Interference Classification in GNSS Signals Jun 23, 2024 Classification Federated Learning
— Unverified 0Federated Transfer Learning: concept and applications Sep 26, 2020 Federated Learning Transfer Learning
— Unverified 0FedBRB: An Effective Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning Feb 27, 2024 Federated Learning
— Unverified 0Federated Transfer Learning with Differential Privacy Mar 17, 2024 Federated Learning regression
— Unverified 0A Review of Federated Learning in Energy Systems Aug 20, 2022 Federated Learning
— Unverified 0