Sign in
Siqi Nie
Publication Activity (10 Years)
Years Active: 2013-2018
Publications (10 Years): 11
Top Topics
Linear Regression
Bayesian Networks
Efficient Learning
Data Modeling
Top Venues
CoRR
ICPR
AAAI
Int. J. Approx. Reason.
</>
Publications
</>
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) (2018)
Siqi Nie
,
Ziheng Wang
,
Qiang Ji
A Generative Restricted Boltzmann Machine Based Method for High-Dimensional Motion Data Modeling.
CoRR
(2017)
Siqi Nie
,
Cassio P. de Campos
,
Qiang Ji
Efficient learning of Bayesian networks with bounded tree-width.
Int. J. Approx. Reason.
80 (2017)
Quan Gan
,
Siqi Nie
,
Shangfei Wang
,
Qiang Ji
Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network.
AAAI
(2017)
Siqi Nie
,
Meng Zheng
,
Qiang Ji
Deep Regression Bayesian Network and Its Applications.
CoRR
(2017)
Siqi Nie
,
Tian Gao
,
Qiang Ji
An information theoretic feature selection framework based on integer programming.
ICPR
(2016)
Siqi Nie
,
Cassio P. de Campos
,
Qiang Ji
Learning Bayesian Networks with Bounded Tree-width via Guided Search.
AAAI
(2016)
Siqi Nie
,
Yue Zhao
,
Qiang Ji
Latent regression Bayesian network for data representation.
ICPR
(2016)
Siqi Nie
,
Cassio P. de Campos
,
Qiang Ji
Learning Bounded Tree-Width Bayesian Networks via Sampling.
ECSQARU
(2015)
Siqi Nie
,
Qiang Ji
Latent Regression Bayesian Network for Data Representation.
CoRR
(2015)
Siqi Nie
,
Ziheng Wang
,
Qiang Ji
A generative restricted Boltzmann machine based method for high-dimensional motion data modeling.
Comput. Vis. Image Underst.
136 (2015)
Siqi Nie
,
Qiang Ji
Feature Learning Using Bayesian Linear Regression Model.
ICPR
(2014)
Siqi Nie
,
Qiang Ji
Capturing Global and Local Dynamics for Human Action Recognition.
ICPR
(2014)
Siqi Nie
,
Denis Deratani Mauá
,
Cassio Polpo de Campos
,
Qiang Ji
Advances in Learning Bayesian Networks of Bounded Treewidth.
CoRR
(2014)
Siqi Nie
,
Denis Deratani Mauá
,
Cassio P. de Campos
,
Qiang Ji
Advances in Learning Bayesian Networks of Bounded Treewidth.
NIPS
(2014)
Jixu Chen
,
Siqi Nie
,
Qiang Ji
Data-Free Prior Model for Upper Body Pose Estimation and Tracking.
IEEE Trans. Image Process.
22 (12) (2013)