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04/29/2023
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection
Federated learning (FL) enables multiple clients to train a model withou...
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02/21/2023
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization
Federated learning enables edge devices to train a global model collabor...
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10/05/2022
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification
Classifying pill categories from real-world images is crucial for variou...
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09/02/2022
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning
Medication mistaking is one of the risks that can result in unpredictabl...
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08/04/2022
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance
Identifying pills given their captured images under various conditions a...
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01/01/2022