Publications - Machine Learning SG

Disentangled Feature Learning Network for Vehicle Re-Identification (2020)

Yan Bai Yihang Lou Yongxing Dai Jun Liu Ziqian Chen Ling-Yu Duan

feature learning machine learning computer science artificial intelligence re identification

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Published 2020-07-09
Discovering Latent Class Labels for Multi-Label Learning (2020)

Jun Huang Jun Huang Linchuan Xu Jing Wang Lei Feng Kenji Yamanishi

natural language processing computer science artificial intelligence multi label learning

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Published 2020-07-09
Direct quantization for training highly accurate low bit-width deep neural networks (2020)

Tuan Hoang Thanh-Toan Do Tam V. Nguyen Ngai-Man Cheung

deep learning quantization low bit pattern recognition computer science +2 more

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Published 2020-07-09
An Exact Single-Agent Task Selection Algorithm for the Crowdsourced Logistics (2020)

Chung-Kyun Han Shih-Fen Cheng

selection algorithm machine learning computer science artificial intelligence planning algorithms +1 more

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Published 2020-07-09
A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. (2020)

Mengxi Jia Yunpeng Zhai Shijian Lu Siwei Ma Jian Zhang

inference rgb color model pattern recognition computer science infrared +3 more

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence 2 citations Published 2020-07-09
Neural side effect discovery from user credibility and experience-assessed online health discussions (2020)

Van-Hoang Nguyen Kazunari Sugiyama Min-Yen Kan Kishaloy Halder

credibility online health communities online discussion heuristics deep learning +6 more

Journal of Biomedical Semantics Published 2020-07-08
KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base. (2020)

Jiaxin Shi Shulin Cao Liangming Pan Yutong Xiang Lei Hou Juanzi Li Hanwang Zhang Bin He

codebase complex question knowledge base crowdsourcing paraphrase +6 more

arXiv preprint arXiv:2007.03875 1 citations Published 2020-07-08
Domain Adaptation with Auxiliary Target Domain-Oriented Classifier. (2020)

Jian Liang Dapeng Hu Jiashi Feng

nearest centroid classifier classifier source data pattern recognition computer science +3 more

arXiv: Computer Vision and Pattern Recognition Published 2020-07-08
Combating Domain Shift with Self-Taught Labeling. (2020)

Jian Liang Dapeng Hu Jiashi Feng

setl classifier memory bank transfer of learning machine learning +4 more

arXiv preprint arXiv:2007.04171 Published 2020-07-08
Tool Path Optimization for Robotic Surface Machining by Using Sampling-Based Motion Planning Algorithms (2020)

Lei Lu Lei Lu Jiong Zhang Xiaoqing Tian Jiang Han Hao Wang

motion planning robotics robot machining sampling +4 more

Journal of Manufacturing Science and Engineering-transactions of The Asme Published 2020-07-07
Supervised learning with cyclegan for low-dose FDG PET image denoising. (2020)

Long Zhou Joshua D. Schaefferkoetter Ivan W.K. Tham Gang Huang Jianhua Yan

image quality standardized uptake value iterative reconstruction peak signal to noise ratio supervised learning +6 more

Medical Image Analysis 1 citations Published 2020-07-07
Structure Probing Neural Network Deflation. (2020)

Yiqi Gu Chunmei Wang Haizhao Yang

stochastic gradient descent artificial neural network deep learning nonlinear system convergence +6 more

arXiv: Numerical Analysis 2 citations Published 2020-07-07
On Learning Semantic Representations for Million-Scale Free-Hand Sketches. (2020)

Peng Xu Yongye Huang Tongtong Yuan Tao Xiang Timothy M. Hospedales Yi-Zhe Song Liang Wang

sketch semantic memory hash function network architecture natural language processing +4 more

arXiv preprint arXiv:2007.04101 Published 2020-07-07
Learning and Reasoning with the Graph Structure Representation in Robotic Surgery (2020)

Mobarakol Islam Mobarakol Islam Lalithkumar Seenivasan Lim Chwee Ming Hongliang Ren

scene graph feature extraction minimum bounding box spatial intelligence smoothing +6 more

arXiv preprint arXiv:2007.03357 Published 2020-07-07
Visually Compensating Eccentric In-plane Rotations for Image Stabilization on a Rotating Platform (2020)

Matthew Ng Emmanuel Tang Gim Song Soh Shaohui Foong

rotation trochoid precession image stabilization principal axis theorem +6 more

2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Published 2020-07-06
Person Re-Identification Via Pose-Aware Multi-Semantic Learning (2020)

Xiangzhong Luo H. K. Luan Duong Weichen Liu

pose deep learning semantics image fusion robustness +6 more

2020 IEEE International Conference on Multimedia and Expo (ICME) Published 2020-07-06
Occlusion-Aware GAN for Face De-Occlusion in the Wild (2020)

Jiayuan Dong Liyan Zhang Hanwang Zhang Weichen Liu

facial recognition system occlusion computer vision task analysis computer science +3 more

2020 IEEE International Conference on Multimedia and Expo (ICME) Published 2020-07-06
Machine learning dimensionality reduction for heart rate n-variability (HRnV) based risk stratification of chest pain patients in the emergency department (2020)

Nan Liu Marcel Lucas Chee Zhi Xiong Koh Su Li Leow Andrew Fu Wah Ho Dagang Guo Marcus Eng Hock Ong

chest pain stepwise regression receiver operating characteristic logistic regression dimensionality reduction +6 more

medRxiv Published 2020-07-06
Learning Outcomes and Their Relatedness Under Curriculum Drift (2020)

Sneha Mondal Tejas I. Dhamecha Smriti Pathak Red Mendoza Gayathri K. Wijayarathna Paul Gagnon Jan Carlstedt-Duke

curriculum heuristics hierarchy natural language processing computer science +2 more

International Conference on Artificial Intelligence in Education Published 2020-07-06
Hybrid Kinematics Modelling for an Aerial Robot with Visual Controllable Fluid Ejection (2020)

Shawndy Michael Lee Jer Luen Chien Emmanuel Tang Denzel Lee Jingmin Liu Ryan Lim Shaohui Foong

kinematics robotics robot convolutional neural network projectile motion +6 more

2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Published 2020-07-06

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Disentangled Feature Learning Network for Vehicle Re-Identification (2020)

Discovering Latent Class Labels for Multi-Label Learning (2020)

Direct quantization for training highly accurate low bit-width deep neural networks (2020)

An Exact Single-Agent Task Selection Algorithm for the Crowdsourced Logistics (2020)

A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification. (2020)

Neural side effect discovery from user credibility and experience-assessed online health discussions (2020)

KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base. (2020)

Domain Adaptation with Auxiliary Target Domain-Oriented Classifier. (2020)

Combating Domain Shift with Self-Taught Labeling. (2020)

Tool Path Optimization for Robotic Surface Machining by Using Sampling-Based Motion Planning Algorithms (2020)

Supervised learning with cyclegan for low-dose FDG PET image denoising. (2020)

Structure Probing Neural Network Deflation. (2020)

On Learning Semantic Representations for Million-Scale Free-Hand Sketches. (2020)

Learning and Reasoning with the Graph Structure Representation in Robotic Surgery (2020)

Visually Compensating Eccentric In-plane Rotations for Image Stabilization on a Rotating Platform (2020)

Person Re-Identification Via Pose-Aware Multi-Semantic Learning (2020)

Occlusion-Aware GAN for Face De-Occlusion in the Wild (2020)

Machine learning dimensionality reduction for heart rate n-variability (HRnV) based risk stratification of chest pain patients in the emergency department (2020)

Learning Outcomes and Their Relatedness Under Curriculum Drift (2020)

Hybrid Kinematics Modelling for an Aerial Robot with Visual Controllable Fluid Ejection (2020)