Towards Personalized Federated Learning Mar 1, 2021 Benchmarking Federated Learning
— Unverified Towards Personalized Federated Learning via Comprehensive Knowledge Distillation Nov 6, 2024 Federated Learning Knowledge Distillation
— Unverified Towards Personalized Federated Multi-Scenario Multi-Task Recommendation Jun 27, 2024 Federated Learning Mixture-of-Experts
— Unverified Towards Privacy-Aware and Personalised Assistive Robots: A User-Centred Approach May 23, 2024 Federated Learning
— Unverified Towards Privacy-Preserving Affect Recognition: A Two-Level Deep Learning Architecture Nov 14, 2021 Federated Learning Privacy Preserving
— Unverified Towards Privacy-Preserving Data-Driven Education: The Potential of Federated Learning Mar 16, 2025 Federated Learning Privacy Preserving
— Unverified Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture Dec 1, 2024 Federated Learning image-classification
— Unverified Towards Quantum-Enabled 6G Slicing Oct 21, 2022 Deep Reinforcement Learning Federated Learning
— Unverified Towards Quantum Federated Learning Jun 16, 2023 Federated Learning
— Unverified Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data Dec 16, 2023 Federated Learning
— Unverified Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis Nov 6, 2024 Anomaly Detection Federated Learning
— Unverified Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients Oct 30, 2024 Federated Learning
— Unverified Towards Robust Federated Image Classification: An Empirical Study of Weight Selection Strategies in Manufacturing Aug 19, 2024 Federated Learning image-classification
— Unverified Towards Robust Federated Learning via Logits Calibration on Non-IID Data Mar 5, 2024 Federated Learning Privacy Preserving
— Unverified Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach Oct 17, 2024 Earth Observation Federated Learning
— Unverified Towards Scalable Wireless Federated Learning: Challenges and Solutions Oct 8, 2023 Federated Learning Privacy Preserving
— Unverified Towards Scheduling Federated Deep Learning using Meta-Gradients for Inter-Hospital Learning Jul 4, 2021 Federated Learning Scheduling
— Unverified Towards Seamless Hierarchical Federated Learning under Intermittent Client Participation: A Stagewise Decision-Making Methodology Feb 13, 2025 Decision Making Federated Learning
— Unverified Towards Sparsified Federated Neuroimaging Models via Weight Pruning Aug 24, 2022 Federated Learning
— Unverified Towards Sybil Resilience in Decentralized Learning Jun 26, 2023 Adversarial Attack Federated Learning
— Unverified Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search Feb 23, 2022 Federated Learning Meta-Learning
— Unverified Towards Trustworthy Federated Learning Mar 5, 2025 Fairness Federated Learning
— Unverified Towards Trustworthy Federated Learning with Untrusted Participants May 3, 2025 Federated Learning
— Unverified Towards Ubiquitous AI in 6G with Federated Learning Apr 26, 2020 Federated Learning
— Unverified Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning May 17, 2021 Clustering Domain Adaptation
— Unverified Towards Verifiable Federated Learning Feb 15, 2022 Federated Learning
— Unverified Towards Zero-trust Security for the Metaverse Feb 17, 2023 Federated Learning
— Unverified Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning Nov 30, 2023 Fairness Federated Learning
— Unverified Toward Understanding the Influence of Individual Clients in Federated Learning Dec 20, 2020 Federated Learning
— Unverified TPFL: A Trustworthy Personalized Federated Learning Framework via Subjective Logic Oct 16, 2024 Decision Making Federated Learning
— Unverified Traceable Black-box Watermarks for Federated Learning May 19, 2025 Federated Learning
— Unverified Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning Jul 9, 2024 Federated Learning
— Unverified Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning Sep 11, 2020 Federated Learning
— Unverified Trading-off Accuracy and Communication Cost in Federated Learning Mar 18, 2025 Federated Learning
— Unverified Trading Off Privacy, Utility and Efficiency in Federated Learning Sep 1, 2022 Federated Learning Vertical Federated Learning
— Unverified TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning Dec 16, 2024 Federated Learning Scheduling
— Unverified An Efficient Federated Learning Framework for Training Semantic Communication System Oct 20, 2023 Federated Learning Semantic Communication
— Unverified Training a Tokenizer for Free with Private Federated Learning Mar 15, 2022 Federated Learning Language Modelling
— Unverified Training Diffusion Models with Federated Learning Jun 18, 2024 Denoising Federated Learning
— Unverified Training Keyword Spotting Models on Non-IID Data with Federated Learning May 21, 2020 Data Augmentation Federated Learning
— Unverified Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices Jul 18, 2022 Federated Learning Language Modeling
— Unverified Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning Jul 21, 2023 Edge-computing Federated Learning
— Unverified Training Machine Learning models at the Edge: A Survey Mar 5, 2024 Edge-computing Federated Learning
— Unverified Training Mixed-Domain Translation Models via Federated Learning May 3, 2022 Benchmarking Federated Learning
— Unverified Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation Oct 11, 2024 Binary Classification Federated Learning
— Unverified Training Production Language Models without Memorizing User Data Sep 21, 2020 Federated Learning Memorization
— Unverified Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework Oct 29, 2020 Federated Learning speech-recognition
— Unverified Training-time Neuron Alignment through Permutation Subspace for Improving Linear Mode Connectivity and Model Fusion Feb 2, 2024 Federated Learning Linear Mode Connectivity
— Unverified Tram-FL: Routing-based Model Training for Decentralized Federated Learning Aug 9, 2023 Federated Learning
— Unverified Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification May 24, 2024 Federated Learning image-classification
— Unverified 