Publications - Machine Learning SG

Automated grading of acne vulgaris by deep learning with convolutional neural networks. (2020)

Ziying Vanessa Lim Farhan Akram Cuong Phuc Ngo Amadeus Aristo Winarto Wei Qing Lee Kaicheng Liang Hazel Hweeboon Oon Steven Tien Guan Thng Steven Tien Guan Thng Hwee Kuan Lee

pearson product moment correlation coefficient deep learning convolutional neural network correlation ground truth +6 more

Skin Research and Technology Published 2020-03-01
Artificial Intelligence for Diabetic Retinopathy Screening: A Review (2020)

Andrzej Grzybowski Piotr Brona Gilbert Lim Gilbert Lim Paisan Ruamviboonsuk Gavin S W Tan Gavin S W Tan Michael Abramoff Daniel S W Ting Daniel S W Ting

diabetic retinopathy health care medline population ageing diabetes mellitus +5 more

Eye 16 citations Published 2020-03-01
Artificial Intelligence for Cataract Detection and Management. (2020)

Jocelyn Hui Lin Goh Zhi Wei Lim Xiaoling Fang Ayesha Anees Simon Nusinovici Tyler Hyungtaek Rim Ching-Yu Cheng Yih-Chung Tham

data curation big data visual impairment diabetic retinopathy slit lamp +5 more

Asia-Pacific journal of ophthalmology 1 citations Published 2020-03-01
An image augmentation approach using two-stage generative adversarial network for nuclei image segmentation (2020)

Siddharth Pandey Pranshu Ranjan Singh Jing Tian

image segmentation contextual image classification augmentation procedure artificial neural network pattern recognition +6 more

Biomedical Signal Processing and Control 4 citations Published 2020-03-01
A Lobster-inspired Robotic Glove for Hand Rehabilitation (2020)

Yaohui Chen Sing Le Qiao Chu Tan Oscar Lau Fang Wan Chaoyang Song

soft robotics robotics actuator simulation bending +4 more

arXiv preprint arXiv:2003.00577 Published 2020-03-01
A computational intelligence tool for the detection of hypertension using empirical mode decomposition (2020)

Desmond Chuang Kiat Soh E.Y.K. Ng V. Jahmunah Shu Lih Oh Tan Ru San U. Rajendra Acharya

masked hypertension ambulatory blood pressure computational intelligence hilbert huang transform blood pressure +6 more

Computers in Biology and Medicine 5 citations Published 2020-03-01
Shape-Memory Actuation in Aligned Zirconia Nanofibers for Artificial Muscle Applications at Elevated Temperatures (2020)

Zehui Du Xinran Zhou Pengcheng Ye Xiaomei Zeng Chee Lip Gan

artificial muscle shape memory alloy ceramic nanofiber cubic zirconia +5 more

ACS Applied Nano Materials 2 citations Published 2020-02-28
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics (2020)

Yuxuan Liang Kun Ouyang Yiwei Wang Ye Liu Junbo Zhang Yu Zheng David S. Rosenblum

analytics convolutional neural network smart city machine learning feature extraction +6 more

arXiv preprint arXiv:2003.00895 2 citations Published 2020-02-28
Deep Neural Network-Based Sinogram Super-Resolution and Bandwidth Enhancement for Limited-Data Photoacoustic Tomography (2020)

Navchetan Awasthi Gaurav Jain Sandeep Kumar Kalva Manojit Pramanik Phaneendra K. Yalavarthy

iterative reconstruction image resolution imaging phantom noise reduction data point +6 more

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control 9 citations Published 2020-02-28
Deep Learning Enabled Optimization of Downlink Beamforming Under Per-Antenna Power Constraints: Algorithms and Experimental Demonstration. (2020)

Juping Zhang Wenchao Xia Minglei You Gan Zheng Sangarapillai Lambotharan Kai-Kit Wong

subgradient method beamforming deep learning artificial neural network base station +6 more

arXiv preprint arXiv:2002.12589 Published 2020-02-28
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization (2020)

Tak-Wai Hui Xiaoou Tang Chen Change Loy

optical flow feature extraction image warping deep learning convolutional neural network +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 20 citations Published 2020-02-28
Three-dimensional representation of skin structure (2020)

Tey Hong Liang Srivastava Ruchir Yow Ai Ping Cheng Jun Li Annan Wong Wing Kee Damon Liu Jiang Wall Carolin

closed set optical coherence tomography computer vision computer science artificial intelligence +5 more

1 citations Published 2020-02-27
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks (2020)

Yue Zhao Yuwei Wu Caihua Chen Andrew Lim

restricted isometry property isometry robustness euclidean distance thompson sampling +6 more

arXiv preprint arXiv:2002.12222 Published 2020-02-27
Early Action Recognition With Category Exclusion Using Policy-Based Reinforcement Learning (2020)

Junwu Weng Xudong Jiang Wei-Long Zheng Junsong Yuan

reinforcement learning feature extraction classifier task analysis machine learning +6 more

IEEE Transactions on Circuits and Systems for Video Technology 1 citations Published 2020-02-27
Dezert-Smarandache Theory-Based Fusion for Human Activity Recognition in Body Sensor Networks (2020)

Yilin Dong Xinde Li Jean Dezert Mohammad Omar Khyam Md. Noor-A-Rahim Shuzhi Sam Ge

sensor fusion activity recognition wireless sensor network discriminative model missing data +6 more

IEEE Transactions on Industrial Informatics 1 citations Published 2020-02-27
Attacks Which Do Not Kill Training Make Adversarial Learning Stronger. (2020)

Jingfeng Zhang Xilie Xu Bo Han Gang Niu Lizhen Cui Masashi Sugiyama Mohan Kankanhalli

adversarial system robustness minimax search algorithm gradient descent +3 more

arXiv preprint arXiv:2002.11242 13 citations Published 2020-02-26
Fast Loop Closure Detection via Binary Content (2020)

Han Wang Juncheng Li Maopeng Ran Lihua Xie

binary image image retrieval simultaneous localization and mapping binary number computer vision +5 more

arXiv preprint arXiv:2002.10622 Published 2020-02-25
Exposing Backdoors in Robust Machine Learning Models. (2020)

Ezekiel O. Soremekun Sakshi Udeshi Sudipta Chattopadhyay Andreas Zeller

backdoor mnist database cluster analysis machine learning false positive rate +4 more

arXiv preprint arXiv:2003.00865 7 citations Published 2020-02-25
Ensuring trustworthy use of artificial intelligence and big data analytics in health insurance. (2020)

Calvin W L Ho Joseph Ali Karel Caals

analytics big data data governance ethical leadership data system +5 more

Bulletin of The World Health Organization 5 citations Published 2020-02-25
Cross-layer Feature Pyramid Network for Salient Object Detection. (2020)

Zun Li Congyan Lang JunHao Liew Qibin Hou Yidong Li Jiashi Feng

salient pyramid salience pattern recognition semantics +6 more

arXiv preprint arXiv:2002.10864 2 citations Published 2020-02-25

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Automated grading of acne vulgaris by deep learning with convolutional neural networks. (2020)

Artificial Intelligence for Diabetic Retinopathy Screening: A Review (2020)

Artificial Intelligence for Cataract Detection and Management. (2020)

An image augmentation approach using two-stage generative adversarial network for nuclei image segmentation (2020)

A Lobster-inspired Robotic Glove for Hand Rehabilitation (2020)

A computational intelligence tool for the detection of hypertension using empirical mode decomposition (2020)

Shape-Memory Actuation in Aligned Zirconia Nanofibers for Artificial Muscle Applications at Elevated Temperatures (2020)

Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics (2020)

Deep Neural Network-Based Sinogram Super-Resolution and Bandwidth Enhancement for Limited-Data Photoacoustic Tomography (2020)

Deep Learning Enabled Optimization of Downlink Beamforming Under Per-Antenna Power Constraints: Algorithms and Experimental Demonstration. (2020)

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization (2020)

Three-dimensional representation of skin structure (2020)

On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks (2020)

Early Action Recognition With Category Exclusion Using Policy-Based Reinforcement Learning (2020)

Dezert-Smarandache Theory-Based Fusion for Human Activity Recognition in Body Sensor Networks (2020)

Attacks Which Do Not Kill Training Make Adversarial Learning Stronger. (2020)

Fast Loop Closure Detection via Binary Content (2020)

Exposing Backdoors in Robust Machine Learning Models. (2020)

Ensuring trustworthy use of artificial intelligence and big data analytics in health insurance. (2020)

Cross-layer Feature Pyramid Network for Salient Object Detection. (2020)