Nature

A bearing fault diagnosis method for hydrodynamic transmissions integrating few-shot learning and transfer learning

To address the insufficient generalization capability of bearing fault diagnosis models caused by scarce vibration data from high-power hydrodynamic transmission testbeds, this study proposes a ...
Nature

Residual channel attention based sample adaptation few-shot learning for hyperspectral image classification

Few-shot learning (FSL) uses prior knowledge and supervised experience to effectively classify hyperspectral images (HSIs), thereby reducing the cost of large numbers of labeled samples. However, ...