Publications - Machine Learning SG

DESPOT-Alpha: Online POMDP Planning with Large State and Observation Spaces (2019)

Neha Priyadarshini Garg David Hsu Wee Sun Lee

partially observable markov decision process computer science artificial intelligence

Robotics: Science and Systems XV 3 citations Published 2019-06-22
VisioMap: Lightweight 3-D Scene Reconstruction Toward Natural Indoor Localization (2019)

Feng Li Jie Hao Jin Wang Jun Luo Ying He Dongxiao Yu Xiuzhen Cheng

visualization feature extraction iterative reconstruction mobile device usability +6 more

IEEE Internet of Things Journal 1 citations Published 2019-06-21
How Does a Nation Walk?: Interpreting Large-Scale Step Count Activity with Weekly Streak Patterns (2019)

Brian Y. Lim Judy Kay Weilong Liu

population cluster analysis activity tracker machine learning streak +5 more

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies archive 1 citations Published 2019-06-21
Adopting machine learning to automatically identify candidate patients for corneal refractive surgery. (2019)

Tae Keun Yoo Ik Hee Ryu Geunyoung Lee Youngnam Kim Jin Kuk Kim In Sik Lee Jung Sub Kim Tyler Hyungtaek Rim Tyler Hyungtaek Rim

receiver operating characteristic refractive surgery clinical decision support system classifier machine learning +6 more

npj Digital Medicine 12 citations Published 2019-06-20
Single Image Dehazing Using Non-local Total Generalized Variation (2019)

Renjie He Xiucai Huang

regularization boosting colors of noise radiance classification of discontinuities +6 more

2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA) Published 2019-06-19
SCALAR: Simultaneous Calibration of 2-D Laser and Robot Kinematic Parameters Using Planarity and Distance Constraints (2019)

Teguh Santoso Lembono Francisco Suarez-Ruiz Quang-Cuong Pham

robot kinematics industrial robot laser scanning calibration robot +6 more

IEEE Transactions on Automation Science and Engineering 4 citations Published 2019-06-19
Physics-Inspired Convolutional Neural Network for Solving Full-Wave Inverse Scattering Problems (2019)

Zhun Wei Xudong Chen

iterative method deep learning convolutional neural network solver inverse problem +5 more

IEEE Transactions on Antennas and Propagation 17 citations Published 2019-06-19
Machine Learning Testing: Survey, Landscapes and Horizons (2019)

Jie M. Zhang Mark Harman Lei Ma Yang Liu

robustness machine translation correctness workflow machine learning +3 more

arXiv preprint arXiv:1906.10742 26 citations Published 2019-06-19
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders (2019)

Yin-Jyun Luo Kat Agres Dorien Herremans

timbre musical instrument autoencoder latent variable gaussian +6 more

arXiv preprint arXiv:1906.08152 2 citations Published 2019-06-19
A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems (2019)

Kaizhou Gao Zhiguang Cao Le Zhang Zhenghua Chen Yuyan Han Quanke Pan

job shop scheduling population evolutionary algorithm local search imperialist competitive algorithm +4 more

IEEE/CAA Journal of Automatica Sinica 86 citations Published 2019-06-19
Weakly Supervised Clustering by Exploiting Unique Class Count (2019)

Mustafa Umit Oner Hwee Kuan Lee Wing-Kin Sung

supervised learning cluster analysis artificial neural network classifier segmentation +4 more

arXiv: Computer Vision and Pattern Recognition Published 2019-06-18
The Current Research Landscape on the Artificial Intelligence Application in the Management of Depressive Disorders: A Bibliometric Analysis. (2019)

Bach Xuan Tran Bach Xuan Tran Roger S McIntyre Carl A Latkin Hai Thanh Phan Giang Thu Vu Huong Lan Thi Nguyen Kenneth K Gwee Cyrus S H Ho Roger C M Ho

exploratory factor analysis latent dirichlet allocation psychological intervention medical literature confidentiality +5 more

International Journal of Environmental Research and Public Health 17 citations Published 2019-06-18
DISCO: Influence Maximization Meets Network Embedding and Deep Learning. (2019)

Hui Li Mengting Xu Sourav S. Bhowmick Changsheng Sun Zhongyuan Jiang Jiangtao Cui

reinforcement learning maximization deep learning bounded function generality +5 more

arXiv preprint arXiv:1906.07378 1 citations Published 2019-06-18
Attention Guided Graph Convolutional Networks for Relation Extraction (2019)

Zhijiang Guo Yan Zhang Wei Lu

relationship extraction rule based system machine learning computer science research question +4 more

arXiv preprint arXiv:1906.07510 12 citations Published 2019-06-18
Weighted Transfer Learning for Improving Motor Imagery-Based Brain–Computer Interface (2019)

Ahmed M. Azab Lyudmila Mihaylova Kai Keng Ang Mahnaz Arvaneh

transfer of learning similarity measure classifier motor imagery brain computer interface +6 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 citations Published 2019-06-17
Object Grasping of Humanoid Robot Based on YOLO. (2019)

Li Tian Nadia Magnenat Thalmann Daniel Thalmann Zhiwen Fang Jianmin Zheng

humanoid robot inverse kinematics robotics robot object detection +6 more

Computer Graphics International Conference 2 citations Published 2019-06-17
DroidEvolver: Self-Evolving Android Malware Detection System (2019)

Ke Xu Yingjiu Li Robert Deng Kai Chen Jiayun Xu

malware android obfuscation scalability machine learning +6 more

2019 IEEE European Symposium on Security and Privacy (EuroS&P) 5 citations Published 2019-06-17
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis (2019)

Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier

sentiment analysis multi task learning natural language processing security token latent variable +6 more

arXiv preprint arXiv:1906.06906 5 citations Published 2019-06-17
Self-Supervised 3D Hand Pose Estimation Through Training by Fitting (2019)

Chengde Wan Thomas Probst Luc Van Gool Angela Yao

unsupervised learning pose artificial neural network pattern recognition rendering +6 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 34 citations Published 2019-06-16
Spatial Fusion GAN for Image Synthesis (2019)

Fangneng Zhan Hongyuan Zhu Shijian Lu

brightness deep learning computer vision artificial intelligence computer science +4 more

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 36 citations Published 2019-06-15

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DESPOT-Alpha: Online POMDP Planning with Large State and Observation Spaces (2019)

VisioMap: Lightweight 3-D Scene Reconstruction Toward Natural Indoor Localization (2019)

How Does a Nation Walk?: Interpreting Large-Scale Step Count Activity with Weekly Streak Patterns (2019)

Adopting machine learning to automatically identify candidate patients for corneal refractive surgery. (2019)

Single Image Dehazing Using Non-local Total Generalized Variation (2019)

SCALAR: Simultaneous Calibration of 2-D Laser and Robot Kinematic Parameters Using Planarity and Distance Constraints (2019)

Physics-Inspired Convolutional Neural Network for Solving Full-Wave Inverse Scattering Problems (2019)

Machine Learning Testing: Survey, Landscapes and Horizons (2019)

Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders (2019)

A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems (2019)

Weakly Supervised Clustering by Exploiting Unique Class Count (2019)

The Current Research Landscape on the Artificial Intelligence Application in the Management of Depressive Disorders: A Bibliometric Analysis. (2019)

DISCO: Influence Maximization Meets Network Embedding and Deep Learning. (2019)

Attention Guided Graph Convolutional Networks for Relation Extraction (2019)

Weighted Transfer Learning for Improving Motor Imagery-Based Brain–Computer Interface (2019)

Object Grasping of Humanoid Robot Based on YOLO. (2019)

DroidEvolver: Self-Evolving Android Malware Detection System (2019)

An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis (2019)

Self-Supervised 3D Hand Pose Estimation Through Training by Fitting (2019)

Spatial Fusion GAN for Image Synthesis (2019)