FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units Jan 23, 2024 Autonomous Vehicles Federated Learning
Code Code Available FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling Jan 31, 2025 Federated Learning Thompson Sampling
Code Code Available Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning Nov 24, 2018 BIG-bench Machine Learning Federated Learning
Code Code Available LightTR: A Lightweight Framework for Federated Trajectory Recovery May 6, 2024 Computational Efficiency Federated Learning
Code Code Available FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning May 28, 2024 Collaborative Fairness Fairness
Code Code Available FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning Feb 12, 2025 Federated Learning
Code Code Available Prototype-Guided and Lightweight Adapters for Inherent Interpretation and Generalisation in Federated Learning Jul 8, 2025 Federated Learning
Code Code Available Scale-MIA: A Scalable Model Inversion Attack against Secure Federated Learning via Latent Space Reconstruction Nov 10, 2023 Federated Learning
Code Code Available AsyncFedED: Asynchronous Federated Learning with Euclidean Distance based Adaptive Weight Aggregation May 27, 2022 Federated Learning
Code Code Available Differentially private federated deep learning for multi-site medical image segmentation Jul 6, 2021 Deep Learning Federated Learning
Code Code Available User-Level Label Leakage from Gradients in Federated Learning May 19, 2021 Federated Learning
Code Code Available Partitioned Variational Inference: A Framework for Probabilistic Federated Learning Feb 24, 2022 Federated Learning Variational Inference
Code Code Available Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates Oct 15, 2023 Distributed Optimization Federated Learning
Code Code Available Federated Representation Learning in the Under-Parameterized Regime Jun 7, 2024 Federated Learning Personalized Federated Learning
Code Code Available FedSC: Federated Learning with Semantic-Aware Collaboration Jun 26, 2025 Contrastive Learning Federated Learning
Code Code Available FedScore: A privacy-preserving framework for federated scoring system development Mar 1, 2023 Federated Learning Model Selection
Code Code Available Scaling Federated Learning Solutions with Kubernetes for Synthesizing Histopathology Images Apr 5, 2025 Federated Learning image-classification
Code Code Available Linear Speedup in Personalized Collaborative Learning Nov 10, 2021 Federated Learning Stochastic Optimization
Code Code Available Differentially Private Decentralized Learning with Random Walks Feb 12, 2024 Federated Learning
Code Code Available The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond May 12, 2021 Federated Learning Privacy Preserving
Code Code Available A Federated Framework for LLM-based Recommendation Feb 15, 2024 Federated Learning Language Modelling
Code Code Available LLM-QFL: Distilling Large Language Model for Quantum Federated Learning May 24, 2025 Federated Learning Language Modeling
Code Code Available FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation Sep 5, 2024 Contrastive Learning Federated Learning
Code Code Available PathFL: Multi-Alignment Federated Learning for Pathology Image Segmentation May 28, 2025 Federated Learning Image Segmentation
Code Code Available Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model Mar 2, 2025 Anatomy Denoising
Code Code Available FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using Raspberry Pi and Jetson Nano Devices Jan 14, 2023 CPU Federated Learning
Code Code Available Anomaly Localization in Model Gradients Under Backdoor Attacks Against Federated Learning Nov 29, 2021 Anomaly Localization Backdoor Attack
Code Code Available PAUSE: Low-Latency and Privacy-Aware Active User Selection for Federated Learning Mar 17, 2025 Federated Learning
Code Code Available Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD Oct 24, 2020 Federated Learning
Code Code Available Scaling Probabilistic Circuits via Data Partitioning Mar 11, 2025 Density Estimation Federated Learning
Code Code Available Adaptive Expert Models for Personalization in Federated Learning Jun 15, 2022 Federated Learning Mixture-of-Experts
Code Code Available FedSiKD: Clients Similarity and Knowledge Distillation: Addressing Non-i.i.d. and Constraints in Federated Learning Feb 14, 2024 Federated Learning Knowledge Distillation
Code Code Available BERT WEAVER: Using WEight AVERaging to enable lifelong learning for transformer-based models in biomedical semantic search engines Feb 21, 2022 Federated Learning Lifelong learning
Code Code Available Federated Prediction-Powered Inference from Decentralized Data Sep 3, 2024 Federated Learning Prediction
Code Code Available Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data Feb 28, 2020 Federated Learning
Code Code Available FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration May 25, 2025 Contrastive Learning Edge-computing
Code Code Available PeerFL: A Simulator for Peer-to-Peer Federated Learning at Scale May 28, 2024 Federated Learning
Code Code Available FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update Aug 20, 2021 Federated Learning
Code Code Available FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning Jun 7, 2022 Fairness Federated Learning
Code Code Available FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation Dec 14, 2022 Federated Learning
Code Code Available FedSlate:A Federated Deep Reinforcement Learning Recommender System Sep 23, 2024 Deep Reinforcement Learning Federated Learning
Code Code Available Fairness and Privacy in Federated Learning and Their Implications in Healthcare Aug 15, 2023 Fairness Federated Learning
Code Code Available FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks Nov 6, 2020 Federated Learning Privacy Preserving
Code Code Available Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses Jun 17, 2021 Federated Learning Stochastic Optimization
Code Code Available Semi-Supervised Federated Peer Learning for Skin Lesion Classification Mar 5, 2021 Cancer Classification Classification
Code Code Available FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction Oct 7, 2024 Fairness Federated Learning
Code Code Available Federated Optimization for Heterogeneous Networks May 16, 2019 Federated Learning Multi-Task Learning
Code Code Available Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis Dec 27, 2024 Diagnostic Federated Learning
Code Code Available Federated Noisy Client Learning Jun 24, 2021 Federated Learning
Code Code Available 