Concepedia

Author

Siqi Nie

Rensselaer Polytechnic Institute

Also Known As

Nie, Siqi, Siqi Nie

14

Publications

278

Citations

9

H-Index

38

Concepts

All Affiliations

Rensselaer Polytechnic InstituteQueen's University Belfast
SN

About

Siqi Nie is an author at Rensselaer Polytechnic Institute specializing in machine learning, engineering, and computer science.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

7

7

228

2

Health Sciences

2

2

58

3

Education

1

1

76

4

Public Health

1

1

14

5

Cognitive Science

1

1

14

Siqi Nie

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8

Publications

251

Citations

8

H-Index

YearCitations

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

Siqi Nie, Meng Zheng, Qiang Ji

IEEE Signal Processing Magazine

2018

76

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

Siqi Nie, Ziheng Wang, Qiang Ji

Computer Vision and Image Understanding

2015

52

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

Jixu Chen, Siqi Nie, Qiang Ji

IEEE Transactions on Image Processing

2013

31

Capturing Global and Local Dynamics for Human Action Recognition

Siqi Nie, Qiang Ji

2014

27

Advances in Learning Bayesian Networks of Bounded Treewidth

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

arXiv (Cornell University)

2014

23

Efficient learning of Bayesian networks with bounded tree-width

Siqi Nie, Cassio P. de Campos, Qiang Ji

International Journal of Approximate Reasoning

2016

15

Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network

Quan Gan, Siqi Nie, Shangfei Wang,

Proceedings of the AAAI Conference on Artificial Intelligence

2017

14

Learning Bayesian Networks with Bounded Tree-width via Guided Search

Siqi Nie, Cassio P. de Campos, Qiang Ji

Proceedings of the AAAI Conference on Artificial Intelligence

2016

13

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