Publications - Machine Learning SG

Adversarial unsupervised domain adaptation for cross scenario waveform recognition (2020)

Qing Wang Panfei Du Xiaofeng Liu Jingyu Yang Guohua Wang

deep learning convolutional neural network waveform pattern recognition software defined radio +6 more

Signal Processing 1 citations Published 2020-06-01
A synchrotron X-ray imaging strategy to map large animal brains (2020)

An-Lun Chin Shun-Min Yang Hsiang-Hsin Chen Min-Tsang Li Min-Tsang Li Tsung-Tse Lee Ying-Jie Chen Ting-Kuo Lee Cyril Petibois Xiaoqing Cai Chian-Ming Low Francis Chee Kuan Tan Alvin Teo Eng Soon Tok Edwin B.L. Ong Yen-Yin Lin I-Jin Lin Yi-Chi Tseng Nan-Yow Chen Chi-Tin Shih Jae-Hong Lim Jun Lim Jung-Ho Je Yoshiki Kohmura Tetsuya Ishikawa Giorgio Margaritondo Ann-Shyn Chiang Yeukuang Hwu Yeukuang Hwu Yeukuang Hwu

image resolution artificial neural network synchrotron axon computer vision +4 more

Chinese Journal of Physics 1 citations Published 2020-06-01
A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network. (2020)

Rong Xia Yong Xiao Yingyu Li Marwan Krunz Dusit Niyato

generative model artificial intelligence computer science connected vehicle temporal modeling

ICC 2020 - 2020 IEEE International Conference on Communications (ICC) Published 2020-06-01
Inferring the Geometric Nullspace of Robot Skills from Human Demonstrations (2020)

Caixia Cai Ying Siu Liang Nikhil Somani Wu Yan

humanoid robot icub industrial robot robot task analysis +5 more

2020 IEEE International Conference on Robotics and Automation (ICRA) Published 2020-05-31
StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction (2020)

Haoliang Jiang Zhenguo Nie Roselyn Yeo Amir Barati Farimani Levent Burak Kara

deep learning artificial neural network von mises yield criterion minimax convolutional neural network +6 more

arXiv preprint arXiv:2006.11376 2 citations Published 2020-05-30
-SATA: A MATLAB based toolbox to estimate Current Density generated by Transcranial Direct Current Stimulation in an Individual Brain (2020)

Rajan Kashyap Sagarika Bhattacharjee Ramaswamy Arumugam Kenichi Oishi John E. Desmond SH Annabel Chen

talairach coordinates transcranial direct current stimulation anterior commissure posterior commissure software +6 more

bioRxiv 1 citations Published 2020-05-30
Consistency norms for 37,677 english words (2020)

Qian Wen Chee Keng Ji Chow Melvin J Yap Winston D Goh

spelling word recognition pronunciation hard rime natural language processing +4 more

Behavior Research Methods Published 2020-05-29
An Open-Source 7-DOF Wireless Human Arm Motion-Tracking System for Use in Robotics Research. (2020)

Almas Shintemirov Tasbolat Taunyazov Bukeikhan Omarali Aigerim Nurbayeva Anton Kim Askhat Bukeyev Matteo Rubagotti

robotics teleoperation modular design visualization wearable computer +6 more

Sensors Published 2020-05-29
MACER: A Modular Framework for Accelerated Compilation Error Repair (2020)

Darshak Chhatbar Umair Z. Ahmed Purushottam Kar

generative model reinforcement learning speedup compiler error detection and correction +6 more

arXiv preprint arXiv:2005.14015 Published 2020-05-28
High-Quality Video Generation from Static Structural Annotations (2020)

Lu Sheng Junting Pan Jiaming Guo Jing Shao Chen Change Loy

autoencoder pattern recognition annotation computer science artificial intelligence +3 more

International Journal of Computer Vision Published 2020-05-28
Boosting Few-Shot Learning With Adaptive Margin Loss (2020)

Aoxue Li Weiran Huang Xu Lan Jiashi Feng Zhenguo Li Liwei Wang

semantic similarity boosting embedding machine learning computer science +2 more

arXiv preprint arXiv:2005.13826 2 citations Published 2020-05-28
Online Sequential Ensembling of Fuzzy Systems (2020)

Edwin Lughofer Mahardhika Pratama

data stream mining fuzzy control system forgetting machine learning convergence +6 more

2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) Published 2020-05-27
0095 Sleep Boosts Schema-Related Memory Consolidation and Inference (2020)

H A Golkashani M W Chee

memory consolidation inference schema natural language processing computer science +1 more

Sleep Published 2020-05-27
Visual Interest Prediction with Attentive Multi-Task Transfer Learning (2020)

Deepanway Ghosal Maheshkumar H. Kolekar

transfer of learning artificial neural network machine learning computer science artificial intelligence +1 more

arXiv preprint arXiv:2005.12770 Published 2020-05-26
A deep learning approach for designed diffraction-based acoustic patterning in microchannels (2020)

Samuel J Raymond David J Collins Richard O'Rorke Mahnoush Tayebi Ye Ai John Williams

acoustic wave microchannel microscale chemistry channel diffraction +6 more

Scientific Reports 5 citations Published 2020-05-26
A bioinspired stretchable membrane-based compliance sensor (2020)

Levent Beker Levent Beker Naoji Matsuhisa Naoji Matsuhisa Insang You Sarah Rachel Arussy Ruth Simiao Niu Amir Foudeh Jeffrey B.-H. Tok Xiaodong Chen Zhenan Bao

electronic skin pressure sensor robotics small form factor electronics +6 more

Proceedings of the National Academy of Sciences of the United States of America 6 citations Published 2020-05-26
Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach. (2020)

Gurpreet Singh Augustine Tee Thanawin Trakoolwilaiwan Aza Taha Malini Olivo

respiratory rate adaptive algorithm standard deviation triage confidence interval +5 more

Intensive Care Medicine Experimental Published 2020-05-24
Deep Convolutional Neural Network-based Bernoulli Heatmap for Head Pose Estimation (2020)

Zhongxu Hu Yang Xing Chen Lv Peng Hang Jie Liu

convolutional neural network artificial neural network pose bernoulli s principle pattern recognition +6 more

arXiv preprint arXiv:2005.11780 Published 2020-05-24
Video Object Segmentation and Tracking: A Survey (2020)

Rui Yao Guosheng Lin Shixiong Xia Jiaqi Zhao Yong Zhou

video tracking segmentation computer vision computer science artificial intelligence +1 more

ACM Transactions on Intelligent Systems and Technology 4 citations Published 2020-05-23
Oral microbiome-systemic link studies: perspectives on current limitations and future artificial intelligence-based approaches (2020)

Chaminda Jayampath Seneviratne Preethi Balan Tanujaa Suriyanarayanan Meiyappan Lakshmanan Dong Yup Lee Dong Yup Lee Mina Rho Nicholas Jakubovics Bernd Brandt Wim Crielaard Egija Zaura

oral microbiome microbiome metadata disease metagenomics +5 more

Critical Reviews in Microbiology 2 citations Published 2020-05-21

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Adversarial unsupervised domain adaptation for cross scenario waveform recognition (2020)

A synchrotron X-ray imaging strategy to map large animal brains (2020)

A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network. (2020)

Inferring the Geometric Nullspace of Robot Skills from Human Demonstrations (2020)

StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction (2020)

-SATA: A MATLAB based toolbox to estimate Current Density generated by Transcranial Direct Current Stimulation in an Individual Brain (2020)

Consistency norms for 37,677 english words (2020)

An Open-Source 7-DOF Wireless Human Arm Motion-Tracking System for Use in Robotics Research. (2020)

MACER: A Modular Framework for Accelerated Compilation Error Repair (2020)

High-Quality Video Generation from Static Structural Annotations (2020)

Boosting Few-Shot Learning With Adaptive Margin Loss (2020)

Online Sequential Ensembling of Fuzzy Systems (2020)

0095 Sleep Boosts Schema-Related Memory Consolidation and Inference (2020)

Visual Interest Prediction with Attentive Multi-Task Transfer Learning (2020)

A deep learning approach for designed diffraction-based acoustic patterning in microchannels (2020)

A bioinspired stretchable membrane-based compliance sensor (2020)

Method of respiratory rate measurement using a unique wearable platform and an adaptive optical-based approach. (2020)

Deep Convolutional Neural Network-based Bernoulli Heatmap for Head Pose Estimation (2020)

Video Object Segmentation and Tracking: A Survey (2020)

Oral microbiome-systemic link studies: perspectives on current limitations and future artificial intelligence-based approaches (2020)