Shiye Lei

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Variational Bayesian

Multilayer Perceptron

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Frontiers Comput. Sci.

Publications

Shiye Lei, Dacheng Tao
A Comprehensive Survey of Dataset Distillation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao
Spectral complexity-scaled generalisation bound of complex-valued neural networks. Artif. Intell. 322 (2023)
Shiye Lei, Dacheng Tao
A Comprehensive Survey to Dataset Distillation. CoRR (2023)
Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao
Image Captions are Natural Prompts for Text-to-Image Models. CoRR (2023)
Tian Wang, Shiye Lei, Youyou Jiang, Chang Choi, Hichem Snoussi, Guangcun Shan, Yao Fu
Accelerating temporal action proposal generation via high performance computing. Frontiers Comput. Sci. 16 (4) (2022)
Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao
Understanding deep learning via decision boundary. CoRR (2022)
Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao
Neural networks behave as hash encoders: An empirical study. CoRR (2021)
Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao
Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks. CoRR (2021)
Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer. CoRR (2021)
Tian Wang, Shiye Lei, Youyou Jiang, Zihang Deng, Xin Su, Hichem Snoussi, Chang Choi
Improving temporal action proposal generation by using high performance computing. CoRR (2019)