| Differentially private federated deep learning for multi-site medical image segmentation | Jul 6, 2021 | Deep LearningFederated Learning | CodeCode Available | 0 |
| RID-TWIN: An end-to-end pipeline for automatic face de-identification in videos | Mar 15, 2024 | De-identificationPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Adaptive Re-Identification without Image Transfer | Jul 17, 2024 | Domain AdaptationPrivacy Preserving | CodeCode Available | 0 |
| WavRx: a Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model | Jun 26, 2024 | DiagnosticPrivacy Preserving | CodeCode Available | 0 |
| A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning | Jul 24, 2023 | Privacy Preserving | CodeCode Available | 0 |
| RiM: Record, Improve and Maintain Physical Well-being using Federated Learning | May 9, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| MyDigiTwin: A Privacy-Preserving Framework for Personalized Cardiovascular Risk Prediction and Scenario Exploration | Jan 21, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Asynchronous Federated Learning: A Scalable Approach for Decentralized Machine Learning | Dec 23, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Generalizability and Application of the Skin Reflectance Estimate Based on Dichromatic Separation (SREDS) | Sep 3, 2023 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |
| Experimenting with Normalization Layers in Federated Learning on non-IID scenarios | Mar 19, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning | Sep 8, 2023 | BenchmarkingContinual Learning | CodeCode Available | 0 |
| Generalized Federated Learning via Sharpness Aware Minimization | Jun 6, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Generalizing in Net-Zero Microgrids: A Study with Federated PPO and TRPO | Dec 30, 2024 | energy managementFederated Learning | CodeCode Available | 0 |
| Towards Secure and Practical Machine Learning via Secret Sharing and Random Permutation | Aug 17, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM | Jan 27, 2025 | DescriptiveEvent Detection | CodeCode Available | 0 |
| A generic framework for privacy preserving deep learning | Nov 9, 2018 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Generating gender-ambiguous voices for privacy-preserving speech recognition | Jul 3, 2022 | AttributeGenerative Adversarial Network | CodeCode Available | 0 |
| Robust Aggregation for Federated Learning | Dec 31, 2019 | Additive modelsFederated Learning | CodeCode Available | 0 |
| Robust and Communication-Efficient Federated Learning from Non-IID Data | Mar 7, 2019 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privately Learning from Graphs with Applications in Fine-tuning Large Language Models | Oct 10, 2024 | Computational EfficiencyPrivacy Preserving | CodeCode Available | 0 |
| Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling | Sep 15, 2024 | Causal Language ModelingDe-identification | CodeCode Available | 0 |
| Generating Synthetic Health Sensor Data for Privacy-Preserving Wearable Stress Detection | Jan 24, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Differentially Private Distributed Bayesian Linear Regression with MCMC | Jan 31, 2023 | Bayesian InferencePrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving and Lossless Distributed Estimation of High-Dimensional Generalized Additive Mixed Models | Oct 14, 2022 | feature selectionPrivacy Preserving | CodeCode Available | 0 |
| Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving | Sep 17, 2019 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
