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cs.LG2026
FedKDX: Federated Learning with Negative Knowledge Distillation for Enhanced Healthcare AI Systems
Quang-Tu Pham, Hoang-Dieu Vu, Dinh-Dat Pham +1
This paper introduces FedKDX, a federated learning framework that addresses limitations in healthcare AI through Negative Knowledge Distillation (NKD). Unlike existing approaches t…
cs.LG2025
Smooth-Distill: A Self-distillation Framework for Multitask Learning with Wearable Sensor Data
Hoang-Dieu Vu, Duc-Nghia Tran, Quang-Tu Pham +3
This paper introduces Smooth-Distill, a novel self-distillation framework designed to simultaneously perform human activity recognition (HAR) and sensor placement detection using w…