FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems Apr 4, 2023 Autonomous Driving Federated Learning
Code Code Available On Mitigating the Utility-Loss in Differentially Private Learning: A new Perspective by a Geometrically Inspired Kernel Approach Apr 3, 2023 Federated Learning Privacy Preserving
— Unverified Federated Kalman Filter for Secure IoT-based Device Monitoring Services Apr 3, 2023 Federated Learning
— Unverified FedIN: Federated Intermediate Layers Learning for Model Heterogeneity Apr 3, 2023 Federated Learning model
— Unverified Personalized Federated Learning with Local Attention Apr 2, 2023 Federated Learning image-classification
— Unverified Distributed Optimization for Quadratic Cost Functions over Large-Scale Networks with Quantized Communication and Finite-Time Convergence Apr 2, 2023 Distributed Optimization Federated Learning
— Unverified A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions Apr 2, 2023 Drug Discovery Edge-computing
— Unverified FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising Apr 2, 2023 Denoising Federated Learning
Code Code Available MP-FedCL: Multiprototype Federated Contrastive Learning for Edge Intelligence Apr 1, 2023 Contrastive Learning Federated Learning
— Unverified Benchmarking FedAvg and FedCurv for Image Classification Tasks Mar 31, 2023 Benchmarking Classification
— Unverified Accelerating Wireless Federated Learning via Nesterov's Momentum and Distributed Principle Component Analysis Mar 31, 2023 Federated Learning
— Unverified Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios Mar 30, 2023 Federated Learning Prediction
Code Code Available Federated Learning from Heterogeneous Data via Controlled Bayesian Air Aggregation Mar 30, 2023 Federated Learning
— Unverified DPP-based Client Selection for Federated Learning with Non-IID Data Mar 30, 2023 Federated Learning
— Unverified FLCC: Efficient Distributed Federated Learning on IoMT over CSMA/CA Mar 29, 2023 Clustering Federated Learning
— Unverified Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection Mar 29, 2023 Anomaly Detection Federated Learning
— Unverified Federated Learning in MIMO Satellite Broadcast System Mar 29, 2023 Federated Learning
— Unverified Fair Federated Medical Image Segmentation via Client Contribution Estimation Mar 29, 2023 Fairness Federated Learning
— Unverified Federated Learning for Heterogeneous Bandits with Unobserved Contexts Mar 29, 2023 Federated Learning Multi-Armed Bandits
— Unverified FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination Mar 28, 2023 Federated Learning Intrusion Detection
— Unverified Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties Mar 28, 2023 Federated Learning Vertical Federated Learning
— Unverified Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples Mar 28, 2023 Federated Learning Vertical Federated Learning
— Unverified On the Local Cache Update Rules in Streaming Federated Learning Mar 28, 2023 Federated Learning image-classification
— Unverified A Comparative Study of Federated Learning Models for COVID-19 Detection Mar 28, 2023 Federated Learning Medical Image Analysis
— Unverified FedAgg: Adaptive Federated Learning with Aggregated Gradients Mar 28, 2023 Federated Learning
— Unverified Unimodal Training-Multimodal Prediction: Cross-modal Federated Learning with Hierarchical Aggregation Mar 27, 2023 Decoder Federated Learning
— Unverified Asynchronous Online Federated Learning with Reduced Communication Requirements Mar 27, 2023 Federated Learning
— Unverified Adaptive Federated Learning via New Entropy Approach Mar 27, 2023 Federated Learning
— Unverified Neural Collapse Inspired Federated Learning with Non-iid Data Mar 27, 2023 Federated Learning
— Unverified CoDeC: Communication-Efficient Decentralized Continual Learning Mar 27, 2023 Continual Learning Federated Learning
Code Code Available Personalized Federated Learning on Long-Tailed Data via Adversarial Feature Augmentation Mar 27, 2023 Federated Learning Personalized Federated Learning
Code Code Available The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning Mar 27, 2023 Federated Learning
— Unverified Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks Mar 26, 2023 Edge-computing Federated Learning
— Unverified Green Federated Learning Mar 26, 2023 Federated Learning
— Unverified Edge Selection and Clustering for Federated Learning in Optical Inter-LEO Satellite Constellation Mar 25, 2023 Clustering Earth Observation
— Unverified Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation Mar 25, 2023 Federated Learning Few-Shot Learning
Code Code Available A Survey on Model-based, Heuristic, and Machine Learning Optimization Approaches in RIS-aided Wireless Networks Mar 25, 2023 Federated Learning Graph Learning
— Unverified Federated Learning without Full Labels: A Survey Mar 25, 2023 Federated Learning Self-Supervised Learning
— Unverified A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing Mar 24, 2023 Distributed Computing Federated Learning
— Unverified Secure Federated Learning for Cognitive Radio Sensing Mar 23, 2023 Federated Learning
— Unverified Federated Learning for Metaverse: A Survey Mar 23, 2023 Edge-computing Federated Learning
— Unverified AI Models Close to your Chest: Robust Federated Learning Strategies for Multi-site CT Mar 23, 2023 Federated Learning
— Unverified Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging Mar 23, 2023 Federated Learning
— Unverified Automated Federated Learning in Mobile Edge Networks -- Fast Adaptation and Convergence Mar 23, 2023 Federated Learning Meta-Learning
— Unverified Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks Mar 23, 2023 Anomaly Detection Federated Learning
— Unverified FedGH: Heterogeneous Federated Learning with Generalized Global Header Mar 23, 2023 Federated Learning Prediction
Code Code Available FS-Real: Towards Real-World Cross-Device Federated Learning Mar 23, 2023 Federated Learning
— Unverified Re-thinking Federated Active Learning based on Inter-class Diversity Mar 22, 2023 Active Learning Diversity
Code Code Available Prototype Helps Federated Learning: Towards Faster Convergence Mar 22, 2023 Federated Learning
— Unverified Delay-Aware Hierarchical Federated Learning Mar 22, 2023 Federated Learning
— Unverified 