Publications - Machine Learning SG

An Advanced Two-Step DNN-Based Framework for Arrhythmia Detection. (2020)

Jinyuan He Jia Rong Le Sun Hua Wang Yanchun Zhang

heartbeat deep learning convolutional neural network heart arrhythmia pattern recognition +6 more

Pacific-Asia Conference on Knowledge Discovery and Data Mining 2020 1 citations Published 2020-05-11
A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices (2020)

Ruitao Feng Sen Chen Xiaofei Xie Guozhu Meng Shang-Wei Lin Yang Liu

malware mobile device server side source code upload +6 more

arXiv preprint arXiv:2005.04970 1 citations Published 2020-05-11
3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images. (2020)

Yujun Cai Liuhao Ge Jianfei Cai Nadia Magnenat-Thalmann Junsong Yuan

pose rgb color model synthetic data pattern recognition monocular +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 3 citations Published 2020-05-11
3D Face Reconstruction from A Single Image Assisted by 2D Face Images in the Wild (2020)

Xiaoguang Tu Jian Zhao Mei Xie Zihang Jiang Akshaya Balamurugan Yao Luo Yang Zhao Lingxiao He Zheng Ma Jiashi Feng

landmark computer vision computer science 2d images artificial intelligence +4 more

IEEE Transactions on Multimedia 2 citations Published 2020-05-11
Machine learning health-related applications in low-income and middle-income countries: a scoping review protocol. (2020)

Rodrigo M Carrillo-Larco Rodrigo M Carrillo-Larco Lorainne Tudor Car Lorainne Tudor Car Jonathan Pearson-Stuttard Trishan Panch J Jaime Miranda Rifat Atun

systematic review health informatics public health global health medline +6 more

BMJ Open Published 2020-05-10
IDentif.AI: Artificial Intelligence Pinpoints Remdesivir in Combination with Ritonavir and Lopinavir as an Optimal Regimen Against Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) (2020)

Agata Blasiak Jhin Jieh Lim Shirley Gek Kheng Seah Theodore Kee Alexandria Remus De Hoe Chye Pui San Wong Lissa Hooi Anh T.L. Truong Nguyen Le Conrad E.Z. Chan Rishi Desai Xianting Ding Brendon J. Hanson Edward Kai-Hua Chow Dean Ho

lopinavir combination therapy ritonavir clinical trial regimen +5 more

medRxiv Published 2020-05-08
Avoid Oversimplifications in Machine Learning: Going beyond the Class-Prediction Accuracy. (2020)

Sung Yang Ho Limsoon Wong Wilson Wen Bin Goh

classifier machine learning computer science artificial intelligence class prediction

Patterns (New York, N.Y.) 3 citations Published 2020-05-08
NTIRE 2020 Challenge on NonHomogeneous Dehazing. (2020)

Codruta O. Ancuti Cosmin Ancuti Florin-Alexandru Vasluianu Radu Timofte Jing Liu Haiyan Wu Yuan Xie Yanyun Qu Lizhuang Ma Ziling Huang Qili Deng Ju-Chin Chao Tsung-Shan Yang Peng-Wen Chen Po-Min Hsu Tzu-Yi Liao Chung-En Sun Pei-Yuan Wu Jeonghyeok Do Jongmin Park Munchurl Kim Kareem Metwaly Xuelu Li Tiantong Guo Vishal Monga Mingzhao Yu Venkateswararao Cherukuri Shiue-Yuan Chuang Tsung-Nan Lin David Lee Jerome Chang Zhan-Han Wang Yu-Bang Chang Chang-Hong Lin Yu Dong Hongyu Zhou Xiangzhen Kong Sourya Dipta Das Saikat Dutta Xuan Zhao Bing Ouyang Dennis Estrada Meiqi Wang Tianqi Su Siyi Chen Bangyong Sun Vincent Whannou de Dravo Zhe Yu Pratik Narang Aryan Mehra Navaneeth Raghunath Murari Mandal

haze ground truth computer vision computer science artificial intelligence

arXiv preprint arXiv:2005.03457 Published 2020-05-07
Knowledge Enhanced Neural Fashion Trend Forecasting (2020)

Yunshan Ma Yujuan Ding Xun Yang Lizi Liao Wai Keung Wong Tat-Seng Chua

domain knowledge deep learning user information recurrent neural network trend analysis +6 more

arXiv preprint arXiv:2005.03297 Published 2020-05-07
Detecting latent communities in network formation models (2020)

Shujie Ma Liangjun Su Yichong Zhang

strong consistency network formation spectral clustering logistic regression inference +6 more

arXiv preprint arXiv:2005.03226 Published 2020-05-07
Deeply Supervised Active Learning for Finger Bones Segmentation (2020)

Ziyuan Zhao Xiaoyan Yang Bharadwaj Veeravalli Zeng Zeng

active learning segmentation pattern recognition annotation computer science +2 more

arXiv preprint arXiv:2005.03225 Published 2020-05-07
Adaptive Multi-Task Dual-Structured Learning with Its Application on Alzheimer's Disease Study (2020)

HaoShijie ChenTao WangYang GuoYanrong WangMeng

structured prediction disease machine learning computer science artificial intelligence +1 more

ACM Transactions on Internet Technology Published 2020-05-07
Towards Imbalanced Image Classification: A Generative Adversarial Network Ensemble Learning Method (2020)

Yangru Huang Yi Jin Yidong Li Zhiping Lin

ensemble learning boosting contextual image classification rain and snow mixed machine learning +6 more

IEEE Access Published 2020-05-06
Modeling Product's Visual and Functional Characteristics for Recommender Systems (2020)

Bin Wu Xiangnan He Yun Chen Liqiang Nie Kai Zheng Yangdong Ye

recommender system collaborative filtering machine learning statistical model computer science +4 more

IEEE Transactions on Knowledge and Data Engineering Published 2020-05-06
Market Analysis of Distributed Learning Resource Management for Internet of Things: A Game-Theoretic Approach (2020)

Joohyung Lee DaeJin Kim Dusit Niyato

stackelberg competition cloud computing resource management server market analysis +6 more

IEEE Internet of Things Journal 2 citations Published 2020-05-06
Low-shot Object Detection via Classification Refinement. (2020)

Yiting Li Yu Cheng Lu Liu Sichao Tian Haiyue Zhu Cheng Xiang Prahlad Vadakkepat Chek Sing Teo Tong Heng Lee

object detection overfitting false positive paradox detector inference +5 more

arXiv preprint arXiv:2005.02641 1 citations Published 2020-05-06
Harnessing artificial intelligence (AI) to increase wellbeing for all: The case for a new technology diplomacy (2020)

Claudio Feijóo Claudio Feijóo Youngsun Kwon Johannes M. Bauer Erik Bohlin Bronwyn Howell Rekha Jain Petrus Potgieter Khuong Vu Jason Whalley Jun Xia

innovation system technological evolution collaborative governance decentralization corporate governance +5 more

Telecommunications Policy 3 citations Published 2020-05-06
Exploiting Inter-Frame Regional Correlation for Efficient Action Recognition (2020)

Yuecong Xu Jianfei Yang Kezhi Mao Jianxiong Yin Simon See

feature extraction inter frame optical flow bilinear interpolation computational complexity theory +6 more

arXiv preprint arXiv:2005.02591 Published 2020-05-06
Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder (2020)

Guanlin Li Shuya Ding Jun Luo Chang Liu

mnist database robustness convolutional neural network artificial neural network image restoration +6 more

arXiv preprint arXiv:2005.02552 Published 2020-05-06
An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding (2020)

Hongtao Wang Cong Tang Tao Xu Ting Li Linfeng Xu Hongwei Yue Peng Chen Junhua Li Anastasios Bezerianos

motor imagery spiking neural network brain computer interface decoding methods pattern recognition +6 more

IEEE Access Published 2020-05-06

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An Advanced Two-Step DNN-Based Framework for Arrhythmia Detection. (2020)

A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices (2020)

3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images. (2020)

3D Face Reconstruction from A Single Image Assisted by 2D Face Images in the Wild (2020)

Machine learning health-related applications in low-income and middle-income countries: a scoping review protocol. (2020)

IDentif.AI: Artificial Intelligence Pinpoints Remdesivir in Combination with Ritonavir and Lopinavir as an Optimal Regimen Against Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) (2020)

Avoid Oversimplifications in Machine Learning: Going beyond the Class-Prediction Accuracy. (2020)

NTIRE 2020 Challenge on NonHomogeneous Dehazing. (2020)

Knowledge Enhanced Neural Fashion Trend Forecasting (2020)

Detecting latent communities in network formation models (2020)

Deeply Supervised Active Learning for Finger Bones Segmentation (2020)

Adaptive Multi-Task Dual-Structured Learning with Its Application on Alzheimer's Disease Study (2020)

Towards Imbalanced Image Classification: A Generative Adversarial Network Ensemble Learning Method (2020)

Modeling Product's Visual and Functional Characteristics for Recommender Systems (2020)

Market Analysis of Distributed Learning Resource Management for Internet of Things: A Game-Theoretic Approach (2020)

Low-shot Object Detection via Classification Refinement. (2020)

Harnessing artificial intelligence (AI) to increase wellbeing for all: The case for a new technology diplomacy (2020)

Exploiting Inter-Frame Regional Correlation for Efficient Action Recognition (2020)

Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder (2020)

An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding (2020)