Publications - Machine Learning SG

Label-free deeply subwavelength optical microscopy (2020)

Tanchao Pu Jun-Yu Ou Nikitas Papasimakis Nikolai Zheludev Nikolai Zheludev

microscopy machine vision diffraction scattering coherence +6 more

Applied Physics Letters 5 citations Published 2020-03-31
PANDA: Prototypical Unsupervised Domain Adaptation. (2020)

Dapeng Hu Jian Liang Qibin Hou Hanshu Yan Yunpeng Chen Shuicheng Yan Jiashi Feng

data structure cognitive neuroscience of visual object recognition segmentation pattern recognition computer science +3 more

arXiv preprint arXiv:2003.13274 2 citations Published 2020-03-30
METHOD OF INVENTORY CONTROL AND SYSTEM THEREOF (2020)

Ho Chin Keong Chia Yeow Khiang Tan Kay Chuan Benny Wang Zheng

identifier inventory control pattern recognition computer science artificial intelligence

Published 2020-03-30
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation (2020)

Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo

image restoration real image morphing computer vision semantics +6 more

arXiv preprint arXiv:2003.13659 5 citations Published 2020-03-30
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds (2020)

Jiacheng Wei Guosheng Lin Kim-Hui Yap Tzu-Yi Hung Lihua Xie

point cloud segmentation pattern recognition computer science 3d space +4 more

arXiv preprint arXiv:2003.13035 1 citations Published 2020-03-29
AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization (2020)

Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Geng Lu

frame rate discriminative model eye tracking regularization computer vision +4 more

arXiv preprint arXiv:2003.12949 2 citations Published 2020-03-29
A random forest based computational model for predicting novel lncRNA-disease associations. (2020)

Dengju Yao Xiaojuan Zhan Xiaorong Zhan Chee Keong Kwoh Peng Li Jinke Wang

random forest feature selection semantic similarity receiver operating characteristic predictive modelling +6 more

BMC Bioinformatics 8 citations Published 2020-03-27
Machine Learning meets Quantum Foundations: A Brief Survey (2020)

Kishor Bharti Tobias Haug Vlatko Vedral Vlatko Vedral Leong-Chuan Kwek

computer science quantum compiler machine learning artificial intelligence

arXiv preprint arXiv:2003.11224 2 citations Published 2020-03-25
gofCopula: Goodness-of-Fit Tests for Copulae (2020)

Ostap Okhrin Simon Trimborn Martin Waltz

copula goodness of fit data type gaussian machine learning +6 more

Published 2020-03-25
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications (2020)

Kaiping Zheng Shaofeng Cai Horng Ruey Chua Wei Wang Kee Yuan Ngiam Beng Chin Ooi

analytics interpretability machine learning recurrent neural network subnetwork +6 more

arXiv preprint arXiv:2003.12012 1 citations Published 2020-03-24
CRNet: Cross-Reference Networks for Few-Shot Segmentation (2020)

Weide Liu Chi Zhang Guosheng Lin Fayao Liu

segmentation convolutional neural network pattern recognition computer science cross reference +2 more

arXiv preprint arXiv:2003.10658 1 citations Published 2020-03-24
Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. (2020)

Michelle Y. T. Yip Michelle Y. T. Yip Gilbert Lim Gilbert Lim Zhan Wei Lim Quang D. Nguyen Crystal C. Y. Chong Marco Yu Valentina Bellemo Yuchen Xie Xin Qi Lee Haslina Hamzah Jinyi Ho Tien-En Tan Charumathi Sabanayagam Charumathi Sabanayagam Andrzej Grzybowski Gavin S. W. Tan Gavin S. W. Tan Wynne Hsu Mong Li Lee Tien Yin Wong Tien Yin Wong Daniel S. W. Ting Daniel S. W. Ting Daniel S. W. Ting

diabetic retinopathy medline deep learning optometry medicine +3 more

npj Digital Medicine 2 citations Published 2020-03-23
Photonic Convolutional Neural Networks Using Integrated Diffractive Optics (2020)

Jun Rong Ong Chin Chun Ooi Thomas Y. L. Ang Soon Thor Lim Ching Eng Png

photonic integrated circuit deep learning convolutional neural network artificial neural network mnist database +6 more

IEEE Journal of Selected Topics in Quantum Electronics 6 citations Published 2020-03-23
Using Deep Learning to Forecast Maritime Vessel Flows. (2020)

Xiangyu Zhou Zhengjiang Liu Fengwu Wang Yajuan Xie Xuexi Zhang

deep learning inflow convolutional neural network intelligent transportation system mean squared error +6 more

Sensors 2 citations Published 2020-03-22
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection (2020)

Zhonghua Wu Qingyi Tao Guosheng Lin Jianfei Cai

object detection transfer of learning pattern recognition detector bounding overwatch +6 more

arXiv preprint arXiv:2003.09790 Published 2020-03-22
YouTube as source of information on 2019 novel coronavirus outbreak: a cross sectional study of English and Mandarin content. (2020)

Priyanka Khatri Priyanka Khatri Shweta R Singh Neeta Kesu Belani Yin Leng Yeong Rahul Lohan Yee Wei Lim Winnie Zy Teo Winnie Zy Teo

mandarin chinese social media content analysis cohen s kappa audience measurement +6 more

Travel Medicine and Infectious Disease 14 citations Published 2020-03-20
A YOLOv3-based Deep Learning Application Research for Condition Monitoring of Rail Thermite Welded Joints (2020)

Yang Liu Xin Sun John Hock Lye Pang

thermite condition monitoring welding computer science mechanical engineering +2 more

Proceedings of the 2020 2nd International Conference on Image, Video and Signal Processing Published 2020-03-20
Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts (2020)

Mahsa Paknezhad Sheng Yang Michael Loh Yukti Choudhury Valerie Koh Cui Koh Timothy Tay Kwang Yong Hui Shan Tan Ravindran Kanesvaran Puay Hoon Tan John Yuen Shyi Peng Weimiao Yu Yongcheng Benjamin Tan Yong Zhen Loy Min Han Tan Hwee Kuan Lee

region of interest computer vision stack computer science 2d images +6 more

arXiv preprint arXiv:2002.12588 Published 2020-03-19
Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach (2020)

Yi Liu James J.Q. Yu Jiawen Kang Dusit Niyato Shuyu Zhang

traffic flow artificial neural network cluster analysis deep learning scalability +6 more

arXiv preprint arXiv:2003.08725 Published 2020-03-19
Image Recovery via Transform Learning and Low-Rank Modeling: The Power of Complementary Regularizers (2020)

Bihan Wen Yanjun Li Yoram Bresler

image restoration sparse approximation compressed sensing inpainting iterative reconstruction +6 more

IEEE Transactions on Image Processing 13 citations Published 2020-03-19

Previous Next

Label-free deeply subwavelength optical microscopy (2020)

PANDA: Prototypical Unsupervised Domain Adaptation. (2020)

METHOD OF INVENTORY CONTROL AND SYSTEM THEREOF (2020)

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation (2020)

Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds (2020)

AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization (2020)

A random forest based computational model for predicting novel lncRNA-disease associations. (2020)

Machine Learning meets Quantum Foundations: A Brief Survey (2020)

gofCopula: Goodness-of-Fit Tests for Copulae (2020)

TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications (2020)

CRNet: Cross-Reference Networks for Few-Shot Segmentation (2020)

Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. (2020)

Photonic Convolutional Neural Networks Using Integrated Diffractive Optics (2020)

Using Deep Learning to Forecast Maritime Vessel Flows. (2020)

Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection (2020)

YouTube as source of information on 2019 novel coronavirus outbreak: a cross sectional study of English and Mandarin content. (2020)

A YOLOv3-based Deep Learning Application Research for Condition Monitoring of Rail Thermite Welded Joints (2020)

Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts (2020)

Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach (2020)

Image Recovery via Transform Learning and Low-Rank Modeling: The Power of Complementary Regularizers (2020)