Siqi Nie

According to our database, Siqi Nie authored at least 14 papers between 2013 and 2018.

Collaborative distances:

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

2018

The Deep Regression Bayesian Network and Its Applications: Probabilistic Deep Learning for Computer Vision.

Siqi Nie, Meng Zheng, Qiang Ji

IEEE Signal Process. Mag., 2018

2017

Efficient learning of Bayesian networks with bounded tree-width.

Siqi Nie, Cassio P. de Campos, Qiang Ji

Int. J. Approx. Reason., 2017

Deep Regression Bayesian Network and Its Applications.

Siqi Nie, Meng Zheng, Qiang Ji

CoRR, 2017

Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network.

Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Latent regression Bayesian network for data representation.

Siqi Nie, Yue Zhao, Qiang Ji

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

An information theoretic feature selection framework based on integer programming.

Siqi Nie, Tian Gao, Qiang Ji

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Learning Bayesian Networks with Bounded Tree-width via Guided Search.

Siqi Nie, Cassio P. de Campos, Qiang Ji

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A generative restricted Boltzmann machine based method for high-dimensional motion data modeling.

Siqi Nie, Ziheng Wang, Qiang Ji

Comput. Vis. Image Underst., 2015

Latent Regression Bayesian Network for Data Representation.

Siqi Nie, Qiang Ji

CoRR, 2015

Learning Bounded Tree-Width Bayesian Networks via Sampling.

Siqi Nie, Cassio P. de Campos, Qiang Ji

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015

2014

Advances in Learning Bayesian Networks of Bounded Treewidth.

Siqi Nie, Denis Deratani Mauá, Cassio P. de Campos, Qiang Ji

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Capturing Global and Local Dynamics for Human Action Recognition.

Siqi Nie, Qiang Ji

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Feature Learning Using Bayesian Linear Regression Model.

Siqi Nie, Qiang Ji

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Data-Free Prior Model for Upper Body Pose Estimation and Tracking.

Jixu Chen, Siqi Nie, Qiang Ji

IEEE Trans. Image Process., 2013