Federated Object Detection for Quality Inspection in Shared Production Jun 30, 2023 Federated Learning Object
— Unverified Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification Jun 30, 2023 Federated Learning image-classification
— Unverified Federated Ensemble YOLOv5 -- A Better Generalized Object Detection Algorithm Jun 30, 2023 Avg Ensemble Learning
— Unverified Balancing Accuracy and Training Time in Federated Learning for Violence Detection in Surveillance Videos: A Study of Neural Network Architectures Jun 29, 2023 Federated Learning Transfer Learning
— Unverified A Survey on Blockchain-Based Federated Learning and Data Privacy Jun 29, 2023 Federated Learning Privacy Preserving
— Unverified Elastically-Constrained Meta-Learner for Federated Learning Jun 29, 2023 Federated Learning Meta-Learning
— Unverified MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation Jun 29, 2023 Domain Generalization Federated Learning
— Unverified Momentum Benefits Non-IID Federated Learning Simply and Provably Jun 28, 2023 Federated Learning
— Unverified A Distributed Computation Model Based on Federated Learning Integrates Heterogeneous models and Consortium Blockchain for Solving Time-Varying Problems Jun 28, 2023 Federated Learning
— Unverified NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID Data Jun 28, 2023 Federated Learning Human Detection
Code Code Available Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization Jun 28, 2023 Federated Learning Privacy Preserving
— Unverified Frequency Modulation Aggregation for Federated Learning Jun 28, 2023 Federated Learning
— Unverified Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare Jun 28, 2023 Decision Making Federated Learning
— Unverified Federated Generative Learning with Foundation Models Jun 28, 2023 Federated Learning
— Unverified Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving Jun 28, 2023 Autonomous Driving Federated Learning
Code Code Available Quantum Federated Learning: Analysis, Design and Implementation Challenges Jun 27, 2023 Federated Learning
— Unverified FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer Jun 27, 2023 class-incremental learning Class Incremental Learning
— Unverified When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions Jun 27, 2023 Diversity Federated Learning
— Unverified Towards Sybil Resilience in Decentralized Learning Jun 26, 2023 Adversarial Attack Federated Learning
— Unverified Federated Learning on Non-iid Data via Local and Global Distillation Jun 26, 2023 Federated Learning Knowledge Distillation
— Unverified Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing Jun 26, 2023 Federated Learning GPR
— Unverified FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling Jun 26, 2023 Federated Learning
Code Code Available Medical Federated Model with Mixture of Personalized and Sharing Components Jun 26, 2023 Federated Learning Tumor Segmentation
Code Code Available Private Aggregation in Hierarchical Wireless Federated Learning with Partial and Full Collusion Jun 25, 2023 Federated Learning
— Unverified FedSampling: A Better Sampling Strategy for Federated Learning Jun 25, 2023 Federated Learning Privacy Preserving
— Unverified Privacy and Fairness in Federated Learning: on the Perspective of Trade-off Jun 25, 2023 Fairness Federated Learning
— Unverified A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks Jun 25, 2023 Federated Learning
— Unverified Exploring Data Redundancy in Real-world Image Classification through Data Selection Jun 25, 2023 Active Learning Continual Learning
Code Code Available Private Networked Federated Learning for Nonsmooth Objectives Jun 24, 2023 Federated Learning Privacy Preserving
— Unverified An Intelligent Mechanism for Monitoring and Detecting Intrusions in IoT Devices Jun 23, 2023 Federated Learning Intrusion Detection
— Unverified Blockchain-based Federated Learning for Decentralized Energy Management Systems Jun 23, 2023 energy management energy trading
— Unverified A First Order Meta Stackelberg Method for Robust Federated Learning Jun 23, 2023 Federated Learning Meta-Learning
— Unverified FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning Jun 23, 2023 Federated Learning Personalized Federated Learning
— Unverified Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity Jun 23, 2023 Federated Learning
Code Code Available Enhancing Reliability in Federated mmWave Networks: A Practical and Scalable Solution using Radar-Aided Dynamic Blockage Recognition Jun 22, 2023 Federated Learning
— Unverified Reinforcement Federated Learning Method Based on Adaptive OPTICS Clustering Jun 22, 2023 Clustering Federated Learning
— Unverified Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection Jun 22, 2023 Federated Learning Intrusion Detection
— Unverified Adaptive Compression in Federated Learning via Side Information Jun 22, 2023 Federated Learning
Code Code Available An Efficient Virtual Data Generation Method for Reducing Communication in Federated Learning Jun 21, 2023 Federated Learning
— Unverified Split Learning in 6G Edge Networks Jun 21, 2023 Edge-computing Federated Learning
— Unverified FLGo: A Fully Customizable Federated Learning Platform Jun 21, 2023 Federated Learning
— Unverified Timely Asynchronous Hierarchical Federated Learning: Age of Convergence Jun 21, 2023 Federated Learning
— Unverified MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates Jun 21, 2023 Federated Learning Privacy Preserving
Code Code Available Personalized Federated Learning with Feature Alignment and Classifier Collaboration Jun 20, 2023 Federated Learning Personalized Federated Learning
Code Code Available Decentralized Quantum Federated Learning for Metaverse: Analysis, Design and Implementation Jun 20, 2023 Federated Learning
Code Code Available Randomized Quantization is All You Need for Differential Privacy in Federated Learning Jun 20, 2023 All Federated Learning
Code Code Available FedNoisy: Federated Noisy Label Learning Benchmark Jun 20, 2023 Federated Learning Learning with noisy labels
Code Code Available Practical and General Backdoor Attacks against Vertical Federated Learning Jun 19, 2023 Federated Learning Vertical Federated Learning
— Unverified Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels Jun 19, 2023 Federated Learning Privacy Preserving
— Unverified Adaptive Federated Learning with Auto-Tuned Clients Jun 19, 2023 Federated Learning
Code Code Available 