Publications - Machine Learning SG

Stealing Deep Reinforcement Learning Models for Fun and Profit (2020)

Kangjie Chen Tianwei Zhang Xiaofei Xie Yang Liu

reinforcement learning deep learning machine learning classifier computer science +6 more

arXiv: Learning 1 citations Published 2020-06-09
Gesture recognition using a bioinspired learning architecture that integrates visual data with somatosensory data from stretchable sensors (2020)

Ming Wang Zheng Yan Ting Wang Pingqiang Cai Siyu Gao Yi Zeng Changjin Wan Hong Wang Liang Pan Jiancan Yu Shaowu Pan Ke He Jie Lu Xiaodong Chen

gesture recognition convolutional neural network visual processing sensor fusion artificial neural network +6 more

Nature Electronics 10 citations Published 2020-06-08
FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things (2020)

Lingjuan Lyu James C. Bezdek Jiong Jin Yang Yang

deep learning cloud computing robustness scalability deep inference +6 more

IEEE Journal on Selected Areas in Communications 5 citations Published 2020-06-08
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks (2020)

Jing Ma Wei Gao Shafiq R. Joty Kam-Fai Wong

rumor credibility social media recursion artificial neural network +2 more

ACM Transactions on Intelligent Systems and Technology 1 citations Published 2020-06-08
Learning Behaviors with Uncertain Human Feedback (2020)

Xu He Haipeng Chen Bo An

negative feedback gradient descent expectation maximization algorithm positive feedback artificial intelligence +2 more

arXiv preprint arXiv:2006.04201 1 citations Published 2020-06-07
GRNet: Gridding Residual Network for Dense Point Cloud Completion (2020)

Haozhe Xie Hongxun Yao Shangchen Zhou Jiageng Mao Shengping Zhang Wenxiu Sun

point cloud differentiable function ground truth residual algorithm +5 more

arXiv preprint arXiv:2006.03761 Published 2020-06-06
Stopwords in Technical Language Processing. (2020)

Serhad Sarica Jianxi Luo

stop words jargon search engine indexing topic model natural language processing +5 more

arXiv preprint arXiv:2006.02633 Published 2020-06-04
PyTrack: An end-to-end analysis toolkit for eye tracking. (2020)

Upamanyu Ghose Upamanyu Ghose Arvind A. Srinivasan W. Paul Boyce Hong Xu Eng Siong Chng

eye tracking microsaccade eye movement visualization fixation +5 more

Behavior Research Methods Published 2020-06-04
Optimization Complete Area Coverage by Reconfigurable hTrihex Tiling Robot. (2020)

Anh Vu Le Rizuwana Parween Rajesh Elara Mohan Nguyen Huu Khanh Nhan Raihan Enjikalayil Abdulkader

motion planning robot ant colony optimization algorithms genetic algorithm robotics +6 more

Sensors 5 citations Published 2020-06-03
Information Theory-Based Feature Selection: Minimum Distribution Similarity with Removed Redundancy (2020)

Yu Zhang Zhuoyi Lin Chee Keong Kwoh

feature selection mutual information information theory kullback leibler divergence redundancy +6 more

International Conference on Computational Science Published 2020-06-03
Extracting Deep Features from Short ECG Signals for Early Atrial Fibrillation Detection (2020)

Xiaodan Wu Yumeng Zheng Chao-Hsien Chu Zhen He

body movement f1 score random forest atrial fibrillation interference +6 more

Artificial Intelligence in Medicine Published 2020-06-03
Deep Learning-Based Inversion Methods for Solving Inverse Scattering Problems With Phaseless Data (2020)

Kuiwen Xu Liang Wu Xiuzhu Ye Xudong Chen

inverse scattering problem inverse problem robustness convolutional neural network deep learning +6 more

IEEE Transactions on Antennas and Propagation Published 2020-06-03
Computer-aided mind map generation via crowdsourcing and machine learning (2020)

Bradley Camburn Ryan Arlitt David Anderson Roozbeh Sanaei Sujithra Raviselam Daniel Jensen Kristin L. Wood

mind map engineering design process crowdsourcing cluster analysis automation +6 more

Research in Engineering Design 1 citations Published 2020-06-03
Studying The Effect of MIL Pooling Filters on MIL Tasks. (2020)

Mustafa Umit Oner Jared Marc Song Kye-Jet Hwee Kuan Lee Wing-Kin Sung

pooling artificial neural network pattern recognition point estimation computer science +1 more

arXiv: Computer Vision and Pattern Recognition Published 2020-06-02
WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM (2020)

Zhenghua Chen Han Zou JianFei Yang Hao Jiang Lihua Xie

feature extraction deep learning pattern recognition complex data type encode +6 more

IEEE Systems Journal 15 citations Published 2020-06-01
User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models (2020)

Wei Li Luyao Zhu Yong Shi Kun Guo Erik Cambria

sentiment analysis unstructured data deep learning lexicon treebank +6 more

Applied Soft Computing 2 citations Published 2020-06-01
Temporal Aggregate Representations for Long-Range Video Understanding (2020)

Fadime Sener Fadime Sener Dipika Singhania Angela Yao

anticipation segmentation machine learning abstraction computer science +3 more

arXiv preprint arXiv:2006.00830 Published 2020-06-01
Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification (2020)

Xiaofei Yang Xiaofeng Zhang Yunming Ye Raymond Y. K. Lau Shijian Lu Xutao Li Xiaohui Huang

convolutional neural network pattern recognition computer science artificial intelligence hyperspectral image classification

Remote Sensing 1 citations Published 2020-06-01
Summary study of data-driven photometric stereo methods (2020)

Qian Zheng Boxin Shi Gang Pan

photometric stereo deep learning pattern recognition data driven normal +4 more

Virtual Reality & Intelligent Hardware Published 2020-06-01
Spatiotemporal Interaction Residual Networks with Pseudo3D for Video Action Recognition. (2020)

Jianyu Chen Jun Kong Hui Sun Hui Xu Xiaoli Liu Yinghua Lu Caixia Zheng

deep learning convolutional neural network interaction information residual pattern recognition +6 more

Sensors Published 2020-06-01

Previous Next

Stealing Deep Reinforcement Learning Models for Fun and Profit (2020)

Gesture recognition using a bioinspired learning architecture that integrates visual data with somatosensory data from stretchable sensors (2020)

FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things (2020)

An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks (2020)

Learning Behaviors with Uncertain Human Feedback (2020)

GRNet: Gridding Residual Network for Dense Point Cloud Completion (2020)

Stopwords in Technical Language Processing. (2020)

PyTrack: An end-to-end analysis toolkit for eye tracking. (2020)

Optimization Complete Area Coverage by Reconfigurable hTrihex Tiling Robot. (2020)

Information Theory-Based Feature Selection: Minimum Distribution Similarity with Removed Redundancy (2020)

Extracting Deep Features from Short ECG Signals for Early Atrial Fibrillation Detection (2020)

Deep Learning-Based Inversion Methods for Solving Inverse Scattering Problems With Phaseless Data (2020)

Computer-aided mind map generation via crowdsourcing and machine learning (2020)

Studying The Effect of MIL Pooling Filters on MIL Tasks. (2020)

WiFi Fingerprinting Indoor Localization Using Local Feature-Based Deep LSTM (2020)

User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models (2020)

Temporal Aggregate Representations for Long-Range Video Understanding (2020)

Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification (2020)

Summary study of data-driven photometric stereo methods (2020)

Spatiotemporal Interaction Residual Networks with Pseudo3D for Video Action Recognition. (2020)