Publications - Machine Learning SG

A transition-based joint model for disease named entity recognition and normalization. (2017)

Yinxia Lou Yinxia Lou Yue Zhang Tao Qian Fei Li Shufeng Xiong Donghong Ji

named entity recognition normalization structured prediction beam search natural language processing +7 more

Bioinformatics 29 citations Published 2017-08-01
Influence Maximization Meets Efficiency and Effectiveness: A Hop-Based Approach (2017)

Jing Tang Xueyan Tang Junsong Yuan

approximation algorithm heuristics heuristic maximization scalability +7 more

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017 25 citations Published 2017-07-31
Bitcoin price prediction using ensembles of neural networks (2017)

Edwin Sin Lipo Wang

trading strategy artificial neural network perceptron trend following cryptocurrency +5 more

2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) 23 citations Published 2017-07-29
Adaptive Neural Network Control of a Robotic Manipulator With Time-Varying Output Constraints (2017)

Wei He Haifeng Huang Shuzhi Sam Ge

artificial neural network nonlinear system radial basis function robotics control theory +5 more

IEEE Transactions on Systems, Man, and Cybernetics 136 citations Published 2017-07-27
Joint Human Detection and Head Pose Estimation via Multistream Networks for RGB-D Videos (2017)

Guyue Zhang Jun Liu Hengduo Li Yan Qiu Chen Larry S. Davis

pose pooling rgb color model computer vision pattern recognition +4 more

IEEE Signal Processing Letters 22 citations Published 2017-07-26
Tensor Fusion Network for Multimodal Sentiment Analysis (2017)

Amir Zadeh Minghai Chen Soujanya Poria Erik Cambria Louis-Philippe Morency

sentiment analysis spoken language gesture natural language processing speech recognition +4 more

arXiv preprint arXiv:1707.07250 72 citations Published 2017-07-23
Machine learning based prediction of thermal comfort in buildings of equatorial Singapore (2017)

Tanaya Chaudhuri Yeng Chai Soh Hua Li Lihua Xie

thermal comfort linear discriminant analysis support vector machine energy consumption artificial neural network +6 more

2017 IEEE International Conference on Smart Grid and Smart Cities (ICSGSC) 23 citations Published 2017-07-23
Sequential Person Recognition in Photo Albums with a Recurrent Network (2017)

Yao Li Guosheng Lin Bohan Zhuang Lingqiao Liu Chunhua Shen Anton van den Hengel

visual appearance context model facial recognition system machine vision visualization +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 21 citations Published 2017-07-21
SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning (2017)

Long Chen Hanwang Zhang Jun Xiao Liqiang Nie Jian Shao Wei Liu Tat-Seng Chua

automatic image annotation image retrieval closed captioning convolutional neural network feature extraction +7 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 693 citations Published 2017-07-21
Object Co-skeletonization with Co-segmentation (2017)

Koteswar Rao Jerripothula Jianfei Cai Jiangbo Lu Junsong Yuan

skeletonization image segmentation segmentation computer vision artificial intelligence +3 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 28 citations Published 2017-07-21
Neural Person Search Machines (2017)

Hao Liu Jiashi Feng Zequn Jie Karlekar Jayashree Bo Zhao Meibin Qi Jianguo Jiang Shuicheng Yan

robustness recursion machine learning computer science memorization +1 more

arXiv preprint arXiv:1707.06777 17 citations Published 2017-07-21
MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information (2017)

Hao Yang Joey Tianyi Zhou Jianfei Cai Yew Soon Ong

deep learning artificial intelligence machine learning phrase computer science +2 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 31 citations Published 2017-07-21
Global Context-Aware Attention LSTM Networks for 3D Action Recognition (2017)

Jun Liu Gang Wang Ping Hu Ling-Yu Duan Alex C. Kot

hidden markov model data modeling machine learning artificial intelligence solid modeling +5 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 310 citations Published 2017-07-21
Direct Photometric Alignment by Mesh Deformation (2017)

Kaimo Lin Nianjuan Jiang Shuaicheng Liu Loong-Fah Cheong Minh Do Jiangbo Lu

image stitching image warping image stabilization optical flow euclidean distance +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 29 citations Published 2017-07-21
3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images (2017)

Liuhao Ge Hui Liang Junsong Yuan Daniel Thalmann

3d pose estimation pose convolutional neural network robustness feature extraction +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 177 citations Published 2017-07-21
DeepLoco: dynamic locomotion skills using hierarchical deep reinforcement learning (2017)

Xue Bin Peng Glen Berseth Kangkang Yin Michiel Van De Panne

reinforcement learning controller motion control robustness terrain +4 more

ACM Transactions on Graphics 308 citations Published 2017-07-20
Gene Expression Programming: A Survey [Review Article] (2017)

Jinghui Zhong Liang Feng Yew-Soon Ong

gene expression programming evolutionary algorithm genetic algorithm algorithm design artificial intelligence +5 more

IEEE Computational Intelligence Magazine 33 citations Published 2017-07-18
HopLand: single-cell pseudotime recovery using continuous Hopfield network-based modeling of Waddington's epigenetic landscape. (2017)

Jing Guo Jing Guo Jie Zheng Jie Zheng

hopfield network computational biology single cell analysis gene expression profiling epigenomics +7 more

Bioinformatics 14 citations Published 2017-07-15
A Single LED Positioning System Based on Circle Projection (2017)

Ran Zhang Wen-De Zhong Qian Kemao Sheng Zhang

led lamp positioning system robustness transmitter light emitting diode +5 more

IEEE Photonics Journal 31 citations Published 2017-07-11
Non-iterative SLAM (2017)

Chen Wang Junsong Yuan Lihua Xie

attitude and heading reference system time complexity reprojection error frequency domain point cloud +6 more

2017 18th International Conference on Advanced Robotics (ICAR) 13 citations Published 2017-07-10

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A transition-based joint model for disease named entity recognition and normalization. (2017)

Influence Maximization Meets Efficiency and Effectiveness: A Hop-Based Approach (2017)

Bitcoin price prediction using ensembles of neural networks (2017)

Adaptive Neural Network Control of a Robotic Manipulator With Time-Varying Output Constraints (2017)

Joint Human Detection and Head Pose Estimation via Multistream Networks for RGB-D Videos (2017)

Tensor Fusion Network for Multimodal Sentiment Analysis (2017)

Machine learning based prediction of thermal comfort in buildings of equatorial Singapore (2017)

Sequential Person Recognition in Photo Albums with a Recurrent Network (2017)

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning (2017)

Object Co-skeletonization with Co-segmentation (2017)

Neural Person Search Machines (2017)

MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information (2017)

Global Context-Aware Attention LSTM Networks for 3D Action Recognition (2017)

Direct Photometric Alignment by Mesh Deformation (2017)

3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation from Single Depth Images (2017)

DeepLoco: dynamic locomotion skills using hierarchical deep reinforcement learning (2017)

Gene Expression Programming: A Survey [Review Article] (2017)

HopLand: single-cell pseudotime recovery using continuous Hopfield network-based modeling of Waddington's epigenetic landscape. (2017)

A Single LED Positioning System Based on Circle Projection (2017)

Non-iterative SLAM (2017)