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2010 – 2019
- 2018
[j4]Siqi Nie, Meng Zheng, Qiang Ji
:
The Deep Regression Bayesian Network and Its Applications: Probabilistic Deep Learning for Computer Vision. IEEE Signal Process. Mag. 35(1): 101-111 (2018)- 2017
- [j3]Siqi Nie, Cassio P. de Campos, Qiang Ji:
Efficient learning of Bayesian networks with bounded tree-width. Int. J. Approx. Reason. 80: 412-427 (2017) - [c8]Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji:
Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network. AAAI 2017: 4039-4045 - [i4]Siqi Nie, Meng Zheng, Qiang Ji:
Deep Regression Bayesian Network and Its Applications. CoRR abs/1710.04809 (2017) - [i3]Siqi Nie, Ziheng Wang, Qiang Ji:
A Generative Restricted Boltzmann Machine Based Method for High-Dimensional Motion Data Modeling. CoRR abs/1710.07831 (2017) - 2016
- [c7]Siqi Nie, Cassio P. de Campos, Qiang Ji:
Learning Bayesian Networks with Bounded Tree-width via Guided Search. AAAI 2016: 3294-3300 - [c6]Siqi Nie, Yue Zhao, Qiang Ji:
Latent regression Bayesian network for data representation. ICPR 2016: 3494-3499 - [c5]Siqi Nie, Tian Gao, Qiang Ji:
An information theoretic feature selection framework based on integer programming. ICPR 2016: 3584-3589 - 2015
- [j2]Siqi Nie, Ziheng Wang, Qiang Ji:
A generative restricted Boltzmann machine based method for high-dimensional motion data modeling. Comput. Vis. Image Underst. 136: 14-22 (2015) - [c4]Siqi Nie, Cassio P. de Campos, Qiang Ji:
Learning Bounded Tree-Width Bayesian Networks via Sampling. ECSQARU 2015: 387-396 - [i2]Siqi Nie, Qiang Ji:
Latent Regression Bayesian Network for Data Representation. CoRR abs/1506.04720 (2015) - 2014
- [c3]Siqi Nie, Qiang Ji:
Feature Learning Using Bayesian Linear Regression Model. ICPR 2014: 1502-1507 - [c2]Siqi Nie, Qiang Ji:
Capturing Global and Local Dynamics for Human Action Recognition. ICPR 2014: 1946-1951 - [c1]Siqi Nie, Denis Deratani Mauá, Cassio P. de Campos, Qiang Ji:
Advances in Learning Bayesian Networks of Bounded Treewidth. NIPS 2014: 2285-2293 - [i1]Siqi Nie, Denis Deratani Mauá, Cassio Polpo de Campos, Qiang Ji:
Advances in Learning Bayesian Networks of Bounded Treewidth. CoRR abs/1406.1411 (2014) - 2013
- [j1]Jixu Chen, Siqi Nie, Qiang Ji:
Data-Free Prior Model for Upper Body Pose Estimation and Tracking. IEEE Trans. Image Process. 22(12): 4627-4639 (2013)
Coauthor Index
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