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Deep Diversity-Enhanced Feature Representation of Hyperspectral Images

Jinhui Hou, Zhiyu Zhu (Equal contribution), Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng

Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution

Hyperspectral image super-resolution

Jinhui Hou, Zhiyu Zhu (Equal contribution), Junhui Hou, Huanqiang Zeng, Jinjian Wu, Jiantao Zhou

Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images

An unrolling method for spectral reconstruction

Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang

WDA: an improved Wasserstein distance-based transfer learning fault diagnosis method

fault diagnosis

Zhiyu Zhu, Lanzhi Wang, Gaoliang Peng, Sijue Li

Intelligent Fault Diagnosis Using Limited Data Under Different Working Conditions Based on SEflow Model and Data Augmentation

fault diagnosis

Sijue Li, Gaoliang Peng, Daoyong Mao, Zhiyu Zhu, Mengyu Ji, Yuanhang Chen

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image

Spectral reconstruction

Boaz Arad, Radu Timofte, Zhiyu Zhu, others

A novel deep learning method based on attention mechanism for bearing remaining useful life prediction

Bearing fault diagnosis

Yuanhang Chen, Gaoliang Peng, Zhiyu Zhu, Sijue Li

A convolutional neural network based on a capsule network with strong generalization for bearing fault diagnosis

Bearing fault diagnosis

Zhiyu Zhu, Gaoliang Peng, Yuanhang Chen, Huijun Gao