A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck Jun 10, 2025 Federated Learning Generative Adversarial Network
— Unverified FedAvg with Fine Tuning: Local Updates Lead to Representation Learning May 27, 2022 Diversity Federated Learning
— Unverified FedBABU: Toward Enhanced Representation for Federated Image Classification Sep 29, 2021 Classification Federated Learning
— Unverified FedBaF: Federated Learning Aggregation Biased by a Foundation Model Oct 24, 2024 Federated Learning Language Modeling
— Unverified CorBin-FL: A Differentially Private Federated Learning Mechanism using Common Randomness Sep 20, 2024 Federated Learning Quantization
— Unverified CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT Mar 27, 2024 Federated Learning Representation Learning
— Unverified A Framework for Incentivized Collaborative Learning May 26, 2023 Federated Learning
— Unverified CopRA: A Progressive LoRA Training Strategy Oct 30, 2024 Federated Learning Linear Mode Connectivity
— Unverified Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity Dec 7, 2023 Edge-computing Federated Learning
— Unverified Asynchronous Federated Learning with Reduced Number of Rounds and with Differential Privacy from Less Aggregated Gaussian Noise Jul 17, 2020 Federated Learning
— Unverified Adaptive Channel Sparsity for Federated Learning Under System Heterogeneity Jan 1, 2023 Federated Learning
— Unverified Coordinated Replay Sample Selection for Continual Federated Learning Oct 23, 2023 Continual Learning Federated Learning
— Unverified Coordinated Attacks Against Federated Learning: A Multi-Agent Reinforcement Learning Approach Sep 29, 2021 Federated Learning Multi-agent Reinforcement Learning
— Unverified Asynchronous Federated Learning with Incentive Mechanism Based on Contract Theory Oct 10, 2023 Federated Learning
— Unverified Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging Jun 1, 2023 Federated Learning Prompt Learning
— Unverified Cooperative Federated Learning over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading Dec 23, 2023 Federated Learning Management
— Unverified Asynchronous Federated Learning with Bidirectional Quantized Communications and Buffered Aggregation Aug 1, 2023 Federated Learning Quantization
— Unverified A Framework for Exploring Federated Community Detection Dec 14, 2023 Community Detection Federated Learning
— Unverified FedAUXfdp: Differentially Private One-Shot Federated Distillation May 30, 2022 Federated Learning
— Unverified Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning Jan 16, 2025 Backdoor Attack Federated Learning
— Unverified Asynchronous Federated Learning with Differential Privacy for Edge Intelligence Dec 17, 2019 Edge-computing Federated Learning
— Unverified Supplementary File: Cooperative Gradient Coding for Semi-Decentralized Federated Learning Mar 31, 2024 Federated Learning valid
— Unverified Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks Nov 6, 2024 Fairness Federated Learning
— Unverified Asynchronous Federated Learning for Sensor Data with Concept Drift Sep 1, 2021 Drift Detection Ensemble Learning
— Unverified Adaptive Biased User Scheduling for Heterogeneous Wireless Federate Learning Network May 8, 2025 Deep Reinforcement Learning Federated Learning
— Unverified Convergent Differential Privacy Analysis for General Federated Learning: the f-DP Perspective Aug 28, 2024 Federated Learning
— Unverified Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs Dec 19, 2023 Dimensionality Reduction Distributed Optimization
— Unverified Convergence Time Optimization for Federated Learning over Wireless Networks Jan 22, 2020 Federated Learning
— Unverified Convergence Theory of Flexible ALADIN for Distributed Optimization Mar 26, 2025 Distributed Optimization Federated Learning
— Unverified A Framework for Evaluating Gradient Leakage Attacks in Federated Learning Apr 22, 2020 Federated Learning
— Unverified Accelerating Heterogeneous Federated Learning with Closed-form Classifiers Jun 3, 2024 Federated Learning Form
— Unverified Boosting Gradient Leakage Attacks: Data Reconstruction in Realistic FL Settings Jun 10, 2025 Federated Learning
— Unverified FedAuxHMTL: Federated Auxiliary Hard-Parameter Sharing Multi-Task Learning for Network Edge Traffic Classification Apr 11, 2024 Federated Learning Multi-Task Learning
— Unverified Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices Jan 6, 2024 Electromyography (EMG) Federated Learning
— Unverified Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning Jun 17, 2025 Fairness Federated Learning
— Unverified Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy Feb 2, 2023 Federated Learning
— Unverified Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes Jan 17, 2023 Federated Learning Meta-Learning
— Unverified Edge Bias in Federated Learning and its Solution by Buffered Knowledge Distillation Oct 20, 2020 Federated Learning Knowledge Distillation
— Unverified Convergence of Federated Learning over a Noisy Downlink Aug 25, 2020 Federated Learning Quantization
— Unverified Convergence of Agnostic Federated Averaging Jul 14, 2025 Federated Learning
— Unverified Asynchronous Diffusion Learning with Agent Subsampling and Local Updates Feb 8, 2024 Federated Learning
— Unverified Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting Sep 29, 2024 Federated Learning Graph Learning
— Unverified Convergence and Accuracy Trade-Offs in Federated Learning and Meta-Learning Mar 8, 2021 Federated Learning Meta-Learning
— Unverified Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging Mar 12, 2023 Brain Tumor Segmentation Federated Learning
— Unverified A Framework for Double-Blind Federated Adaptation of Foundation Models Feb 3, 2025 Federated Learning image-classification
— Unverified Convergence Analysis of Sequential Split Learning on Heterogeneous Data Feb 3, 2023 Federated Learning
— Unverified Convergence Analysis of Split Federated Learning on Heterogeneous Data Feb 23, 2024 Federated Learning
— Unverified Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations Feb 28, 2022 Fault Diagnosis Federated Learning
— Unverified Asynchronous Collaborative Learning Across Data Silos Mar 23, 2022 BIG-bench Machine Learning Federated Learning
— Unverified Convergence Analysis of Over-the-Air FL with Compression and Power Control via Clipping May 18, 2023 Federated Learning
— Unverified 