DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism Sep 1, 2024 Bayesian Optimization Event Detection
Code Code Available GAS: Generative Activation-Aided Asynchronous Split Federated Learning Sep 2, 2024 Federated Learning
Code Code Available Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments May 26, 2025 Data-free Knowledge Distillation Federated Learning
Code Code Available End-to-End Verifiable Decentralized Federated Learning Apr 19, 2024 Federated Learning
Code Code Available Communication-Efficient Federated Learning via Clipped Uniform Quantization May 22, 2024 Federated Learning Quantization
Code Code Available Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning Nov 22, 2024 Federated Learning
Code Code Available Motley: Benchmarking Heterogeneity and Personalization in Federated Learning Jun 18, 2022 Benchmarking Fairness
Code Code Available Federated Learning for Privacy-Preserving Feedforward Control in Multi-Agent Systems Mar 4, 2025 Autonomous Driving Federated Learning
Code Code Available Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture Search Aug 27, 2023 Efficient Neural Network Fairness
Code Code Available BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoT Dec 5, 2024 Federated Learning Imitation Learning
Code Code Available Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection Dec 31, 2023 Diversity Federated Learning
Code Code Available Redefining non-IID Data in Federated Learning for Computer Vision Tasks: Migrating from Labels to Embeddings for Task-Specific Data Distributions Mar 17, 2025 Federated Learning
Code Code Available Generalized Federated Learning via Sharpness Aware Minimization Jun 6, 2022 Federated Learning Privacy Preserving
Code Code Available Encrypted machine learning of molecular quantum properties Dec 5, 2022 Federated Learning molecular representation
Code Code Available Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO Dec 30, 2024 energy management Federated Learning
Code Code Available CXR-FL: Deep Learning-Based Chest X-ray Image Analysis Using Federated Learning Apr 11, 2022 Federated Learning
Code Code Available MRI-based and metabolomics-based age scores act synergetically for mortality prediction shown by multi-cohort federated learning Sep 2, 2024 Federated Learning Mortality Prediction
Code Code Available Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks Oct 31, 2024 Data Augmentation Federated Learning
Code Code Available Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations May 25, 2024 Decision Making Epidemiology
Code Code Available MrTF: Model Refinery for Transductive Federated Learning May 7, 2023 Federated Learning model
Code Code Available Generative Gradient Inversion via Over-Parameterized Networks in Federated Learning Jan 1, 2023 Federated Learning
Code Code Available Federated Learning for Mobile Keyboard Prediction Nov 8, 2018 Federated Learning Language Modeling
Code Code Available Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification Sep 27, 2023 Backdoor Attack Federated Learning
Code Code Available Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated Learning Jul 15, 2021 Edge-computing Federated Learning
Code Code Available Adaptive Client Selection with Personalization for Communication Efficient Federated Learning Nov 26, 2024 Activity Recognition Federated Learning
Code Code Available Federated Learning for Misbehaviour Detection with Variational Autoencoders and Gaussian Mixture Models May 16, 2024 Federated Learning
Code Code Available Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection Jul 11, 2025 Computational Efficiency Federated Learning
Code Code Available Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks Apr 22, 2024 Federated Learning
Code Code Available Bayesian Robust Aggregation for Federated Learning May 5, 2025 Bayesian Inference Federated Learning
Code Code Available PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning Feb 12, 2025 Federated Learning Sensitivity
Code Code Available TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Jun 9, 2025 Federated Learning Privacy Preserving
Code Code Available Enable the Right to be Forgotten with Federated Client Unlearning in Medical Imaging Jul 2, 2024 Federated Learning
Code Code Available Federated Learning for Keyword Spotting Oct 9, 2018 Federated Learning Keyword Spotting
Code Code Available Subspace Constraint and Contribution Estimation for Heterogeneous Federated Learning Jan 1, 2025 Federated Learning Transfer Learning
Code Code Available Federated Learning for Data Streams Jan 4, 2023 Federated Learning
Code Code Available Empowering Data Mesh with Federated Learning Mar 26, 2024 Decision Making Federated Learning
Code Code Available Embedding Byzantine Fault Tolerance into Federated Learning via Virtual Data-Driven Consistency Scoring Plugin Nov 15, 2024 Federated Learning image-classification
Code Code Available GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data Mar 16, 2023 Federated Learning Graph Neural Network
Code Code Available Federated learning compression designed for lightweight communications Oct 23, 2023 Cloud Computing Federated Learning
Code Code Available Global Balanced Experts for Federated Long-Tailed Learning Jan 1, 2023 Federated Learning Privacy Preserving
Code Code Available PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records Dec 10, 2021 Federated Learning Meta-Learning
Code Code Available Global Group Fairness in Federated Learning via Function Tracking Mar 19, 2025 Fairness Federated Learning
Code Code Available Astraea: Self-balancing Federated Learning for Improving Classification Accuracy of Mobile Deep Learning Applications Jul 2, 2019 Data Augmentation Edge-computing
Code Code Available Cross-silo Federated Learning with Record-level Personalized Differential Privacy Jan 29, 2024 Federated Learning
Code Code Available Global Layers: Non-IID Tabular Federated Learning May 29, 2023 Federated Learning
Code Code Available Universally Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergence Jul 20, 2024 Federated Learning
Code Code Available Cross-Silo Federated Learning Across Divergent Domains with Iterative Parameter Alignment Nov 8, 2023 Fairness Federated Learning
Code Code Available Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems Jul 7, 2020 Clustering Federated Learning
Code Code Available GLow -- A Novel, Flower-Based Simulated Gossip Learning Strategy Jan 15, 2025 Federated Learning
Code Code Available Reducing Training Time in Cross-Silo Federated Learning using Multigraph Topology Jul 20, 2022 Federated Learning
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