| Delayed Projection Techniques for Linearly Constrained Problems: Convergence Rates, Acceleration, and Applications | Jan 5, 2021 | Distributed OptimizationPrivacy Preserving | —Unverified | 0 |
| Domain Adaptation for the Segmentation of Confidential Medical Images | Jan 2, 2021 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| Modularity maximisation for graphons | Jan 2, 2021 | Community DetectionOpen-Ended Question Answering | CodeCode Available | 0 |
| Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization | Jan 1, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Practical Locally Private Federated Learning with Communication Efficiency | Jan 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| X-World: Accessibility, Vision, and Autonomy Meet | Jan 1, 2021 | Instance SegmentationPrivacy Preserving | —Unverified | 0 |
| Median DC for Sign Recovery: Privacy can be Achieved by Deterministic Algorithms | Jan 1, 2021 | Common Sense ReasoningPrivacy Preserving | —Unverified | 0 |
| Ensemble Attention Distillation for Privacy-Preserving Federated Learning | Jan 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Learning Privacy-Preserving Optics for Human Pose Estimation | Jan 1, 2021 | DecoderPose Estimation | —Unverified | 0 |
| Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment | Jan 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Bayesian Federated Learning over Wireless Networks | Dec 31, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Robustness, Privacy, and Generalization of Adversarial Training | Dec 25, 2020 | Generalization BoundsPrivacy Preserving | CodeCode Available | 0 |
| Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare | Dec 23, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Privacy-Preserving Clustering: A New ApproachBased on Invariant Order Encryption | Dec 20, 2020 | Cloud ComputingClustering | CodeCode Available | 0 |
| Fundamental Limits and Tradeoffs in Invariant Representation Learning | Dec 19, 2020 | Domain AdaptationFairness | —Unverified | 0 |
| Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning | Dec 19, 2020 | Privacy Preserving | CodeCode Available | 0 |
| Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design | Dec 17, 2020 | Privacy Preserving | —Unverified | 0 |
| Difficulty in estimating visual information from randomly sampled images | Dec 16, 2020 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| FoggySight: A Scheme for Facial Lookup Privacy | Dec 15, 2020 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |
| FedeRank: User Controlled Feedback with Federated Recommender Systems | Dec 15, 2020 | DiversityFederated Learning | —Unverified | 0 |
| Privacy Preserving Demand Forecasting to Encourage Consumer Acceptance of Smart Energy Meters | Dec 14, 2020 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Privacy-preserving Decentralized Aggregation for Federated Learning | Dec 13, 2020 | Federated Learningimage-classification | —Unverified | 0 |
| On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections | Dec 11, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-preserving medical image analysis | Dec 10, 2020 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| Artificial Intelligence at the Edge | Dec 10, 2020 | Autonomous VehiclesEdge-computing | —Unverified | 0 |