| Exploring Selective Layer Fine-Tuning in Federated Learning | Aug 28, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data | Aug 28, 2024 | Collaborative FilteringDiversity | —Unverified | 0 |
| MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum Disorder | Aug 27, 2024 | Optical Flow EstimationPrivacy Preserving | CodeCode Available | 1 |
| DCT-CryptoNets: Scaling Private Inference in the Frequency Domain | Aug 27, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Federated User Preference Modeling for Privacy-Preserving Cross-Domain Recommendation | Aug 26, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Neighborhood and Global Perturbations Supported SAM in Federated Learning: From Local Tweaks To Global Awareness | Aug 26, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection Dataset | Aug 26, 2024 | Anomaly DetectionContinual Learning | CodeCode Available | 1 |
| FedIMPUTE: Privacy-Preserving Missing Value Imputation for Multi-Site Heterogeneous Electronic Health Records | Aug 22, 2024 | Federated LearningMissing Values | CodeCode Available | 0 |
| Tackling Data Heterogeneity in Federated Learning via Loss Decomposition | Aug 22, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Federated Learning Approach to Mitigate Water Wastage | Aug 21, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
