Shiye Lei

According to our database, Shiye Lei authored at least 11 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Understanding Deep Learning via Decision Boundary.

Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2024

A Comprehensive Survey of Dataset Distillation.

Shiye Lei, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Offline Behavior Distillation.

Shiye Lei, Sen Zhang, Dacheng Tao

CoRR, 2024

2023

Spectral complexity-scaled generalisation bound of complex-valued neural networks.

Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao

Artif. Intell., September, 2023

Image Captions are Natural Prompts for Text-to-Image Models.

Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao

CoRR, 2023

A Comprehensive Survey to Dataset Distillation.

Shiye Lei, Dacheng Tao

CoRR, 2023

2022

Accelerating temporal action proposal generation via high performance computing.

Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu

Frontiers Comput. Sci., 2022

2021

Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer.

Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao

CoRR, 2021

Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks.

Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao

CoRR, 2021

Neural networks behave as hash encoders: An empirical study.

Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao

CoRR, 2021

2019

Improving temporal action proposal generation by using high performance computing.

Tian Wang, Shiye Lei, Youyou Jiang, Zihang Deng, Xin Su, Hichem Snoussi, Chang Choi

CoRR, 2019