Publications

Deep Diversity-Enhanced Feature Representation of Hyperspectral Images

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

Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds

Zhiyu Zhu, Junhui Hou, Xianqiang LYU

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

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

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation

Yifan Zhang, Qijian Zhang, Zhiyu Zhu, Junhui Hou, Yixuan Yuan

Learning spatial-angular fusion for compressive light field imaging in a cycle-consistent framework

Xianqiang LYU, Zhiyu Zhu, Mantang Guo, Jing Jin, Junhui Hou, Huanqiang Zeng

Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild

Zhiyu Zhu, Hui Liu, Junhui Hou, Huanqiang Zeng, Qingfu Zhang

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

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

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

Zhiyu Zhu, Lanzhi Wang, Gaoliang Peng, Sijue Li

CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds

Yiming Zeng, Yue Qian, Zhiyu Zhu, Junhui Hou, Hui Yuan, Ying He

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

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

Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning

Zhiyu Zhu, Junhui Hou, Jie Chen, Huanqiang Zeng, Jiantao Zhou

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image

Boaz Arad, Radu Timofte, Zhiyu Zhu, others

When residual learning meets dense aggregation: Rethinking the aggregation of deep neural networks

Zhiyu Zhu, Zhen-Peng Bian, Junhui Hou, Yi Wang, Lap-Pui Chau

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

Yuanhang Chen, Gaoliang Peng, Zhiyu Zhu, Sijue Li

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

Zhiyu Zhu, Gaoliang Peng, Yuanhang Chen, Huijun Gao