66 citations · 275 across the 22 of their papers we have counts for
4 papers · 1 filter
IMUNet: Efficient Regression Architecture for IMU Navigation and Positioning
Behnam Zeinali, Hadi Zandizari, J. Morris Chang
Data-driven based method for navigation and positioning has absorbed attention in recent years and it outperforms all its competitor methods in terms of accuracy and efficiency. Th…
MC-GEN:Multi-level Clustering for Private Synthetic Data Generation
Mingchen Li, Di Zhuang, J. Morris Chang
With the development of machine learning and data science, data sharing is very common between companies and research institutes to avoid data scarcity. However, sharing original d…
SuperCon: Supervised Contrastive Learning for Imbalanced Skin Lesion Classification
Keyu Chen, Di Zhuang, J. Morris Chang
Convolutional neural networks (CNNs) have achieved great success in skin lesion classification. A balanced dataset is required to train a good model. However, due to the appearance…
Locally Differentially Private Distributed Deep Learning via Knowledge Distillation
Di Zhuang, Mingchen Li, J. Morris Chang
Deep learning often requires a large amount of data. In real-world applications, e.g., healthcare applications, the data collected by a single organization (e.g., hospital) is ofte…