Siqi Nie

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 citations

Structured Prediction, Engineering, Machine Learning +18

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 citations · Full text

Image Analysis, Machine Learning, Engineering +8

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

Jixu Chen, Siqi Nie, Qiang Ji · IEEE Transactions on Image Processing · 2013 · 31 citations

Engineering, Machine Learning, Human Pose Estimation +23

Capturing Global and Local Dynamics for Human Action Recognition

Siqi Nie, Qiang Ji · 2014 · 27 citations

Engineering, Machine Learning, Human Pose Estimation +21

Advances in Learning Bayesian Networks of Bounded Treewidth

Siqi Nie, Denis Deratani Mauá, Cassio P. de Campos et al. · arXiv (Cornell University) · 2014 · 23 citations · Full text