Publications - Machine Learning SG

Recognizing tactile surface roughness with a biomimetic fingertip: A soft neuromorphic approach (2017)

Yi Zhengkun Zhang Yilei

spike train surface roughness tactile sensor surface finish neuromorphic engineering +7 more

Neurocomputing 15 citations Published 2017-06-28
Gated-Attention Architectures for Task-Oriented Language Grounding (2017)

Devendra Singh Chaplot Kanthashree Mysore Sathyendra Rama Kumar Pasumarthi Dheeraj Rajagopal Ruslan Salakhutdinov

language identification language primitive low level programming language universal networking language natural language programming +6 more

arXiv preprint arXiv:1706.07230 67 citations Published 2017-06-22
ESIM: Edge Similarity for Screen Content Image Quality Assessment (2017)

Zhangkai Ni Lin Ma Huanqiang Zeng Jing Chen Canhui Cai Kai-Kuang Ma

image quality feature extraction human visual system model distortion parametric statistics +6 more

IEEE Transactions on Image Processing 66 citations Published 2017-06-21
Co-evolutionary multi-task learning with predictive recurrence for multi-step chaotic time series prediction (2017)

Rohitash Chandra Yew-Soon Ong Chi-Keong Goh

online machine learning instance based learning multi task learning artificial neural network cooperative coevolution +6 more

Neurocomputing 34 citations Published 2017-06-21
Discriminative Deep Metric Learning for Face and Kinship Verification (2017)

Jiwen Lu Junlin Hu Yap-Peng Tan

discriminative model mahalanobis distance artificial neural network feature vector feature extraction +7 more

IEEE Transactions on Image Processing 171 citations Published 2017-06-20
Head-Lexicalized Bidirectional Tree LSTMs (2017)

Zhiyang Teng Yue Zhang

tree structure treebank lexicalization natural language processing machine learning +2 more

Transactions of the Association for Computational Linguistics 23 citations Published 2017-06-18
Perceptual Generative Adversarial Networks for Small Object Detection (2017)

Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan

object detection discriminative model discriminator pattern recognition computer science +6 more

arXiv preprint arXiv:1706.05274 85 citations Published 2017-06-16
DeepMon: Mobile GPU-based Deep Learning Framework for Continuous Vision Applications (2017)

Loc N. Huynh Youngki Lee Rajesh Krishna Balan

deep learning mobile device bottleneck computer architecture real time computing +7 more

Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services 183 citations Published 2017-06-16
FELLS: fast estimator of latent local structure. (2017)

Damiano Piovesan Ian Thomas Walsh Ian Thomas Walsh Giovanni Minervini Silvio Tosatto

web server executable data mining estimator pattern recognition +7 more

Bioinformatics 36 citations Published 2017-06-15
A New Perspective for the Training Assessment: Machine Learning-Based Neurometric for Augmented User's Evaluation. (2017)

Gianluca Borghini Pietro Aricò Gianluca Di Flumeri Nicolina Sciaraffa Alfredo Colosimo Maria Trinidad Herrero Anastasios Bezerianos Nitish V. Thakor Fabio Babiloni

training level cognitive resource theory unexpected events cognition air traffic control +6 more

Frontiers in Neuroscience 19 citations Published 2017-06-13
HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval (2017)

Jie Lin Ling-Yu Duan Shiqi Wang Yan Bai Yihang Lou Vijay Chandrasekhar Tiejun Huang Alex Kot Wen Gao

convolutional neural network pooling feature extraction encoding transform coding +6 more

IEEE Transactions on Multimedia 26 citations Published 2017-06-08
Detecting rumors on Online Social Networks using multi-layer autoencoder (2017)

Yan Zhang Weiling Chen Chai Kiat Yeo Chiew Tong Lau Bu Sung Lee

autoencoder rumor anomaly detection false positive rate machine learning +7 more

2017 IEEE Technology & Engineering Management Conference (TEMSCON) 17 citations Published 2017-06-08
A survey on recent progress in control of swarm systems (2017)

Bing Zhu Bing Zhu Lihua Xie Duo Han Xiangyu Meng Rodney Teo

swarm robotics swarm behaviour flocking wireless sensor network industrial engineering +2 more

Science in China Series F: Information Sciences 78 citations Published 2017-06-08
Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM (2017)

Zhenghua Chen Qingchang Zhu Yeng Chai Soh Le Zhang

activity recognition feature extraction support vector machine wearable technology computer vision +6 more

IEEE Transactions on Industrial Informatics 107 citations Published 2017-06-07
Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval (2017)

Olivier Morère Jie Lin Antoine Veillard Ling-Yu Duan Vijay Chandrasekhar Tomaso Poggio

convolutional neural network restricted boltzmann machine hash function artificial neural network invariant +6 more

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval 11 citations Published 2017-06-06
DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right (2017)

Jie Lin Olivier Morère Antoine Veillard Ling-Yu Duan Hanlin Goh Vijay Chandrasekhar

hash function convolutional neural network uncompressed video floating point binary number +6 more

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval 11 citations Published 2017-06-06
An empirical study of multifactorial PSO and multifactorial DE (2017)

L. Feng W. Zhou L. Zhou S. W. Jiang J. H. Zhong B. S. Da Z. X. Zhu Y. Wang

multi swarm optimization metaheuristic genetic transfer optimization problem particle swarm optimization +7 more

2017 IEEE Congress on Evolutionary Computation (CEC) 31 citations Published 2017-06-05
No-Reference Quality Assessment of Screen Content Pictures (2017)

Ke Gu Jun Zhou Jun-Fei Qiao Guangtao Zhai Weisi Lin Alan Conrad Bovik

image quality feature extraction source code computer vision high fidelity +6 more

IEEE Transactions on Image Processing 134 citations Published 2017-06-02
EasySVM: A visual analysis approach for open-box support vector machines (2017)

Yuxin Ma Wei Chen Xiaohong Ma Jiayi Xu Xinxin Huang Ross Maciejewski Anthony K. H. Tung

least squares support vector machine supervised learning support vector machine categorical variable visualization +7 more

Computational Visual Media 16 citations Published 2017-06-02
Building Occupancy Estimation with Environmental Sensors via CDBLSTM (2017)

Zhenghua Chen Rui Zhao Qingchang Zhu Mustafa K. Masood Yeng Chai Soh Kezhi Mao

feature engineering occupancy feature extraction machine learning data mining +5 more

IEEE Transactions on Industrial Electronics 24 citations Published 2017-06-02

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Recognizing tactile surface roughness with a biomimetic fingertip: A soft neuromorphic approach (2017)

Gated-Attention Architectures for Task-Oriented Language Grounding (2017)

ESIM: Edge Similarity for Screen Content Image Quality Assessment (2017)

Co-evolutionary multi-task learning with predictive recurrence for multi-step chaotic time series prediction (2017)

Discriminative Deep Metric Learning for Face and Kinship Verification (2017)

Head-Lexicalized Bidirectional Tree LSTMs (2017)

Perceptual Generative Adversarial Networks for Small Object Detection (2017)

DeepMon: Mobile GPU-based Deep Learning Framework for Continuous Vision Applications (2017)

FELLS: fast estimator of latent local structure. (2017)

A New Perspective for the Training Assessment: Machine Learning-Based Neurometric for Augmented User's Evaluation. (2017)

HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval (2017)

Detecting rumors on Online Social Networks using multi-layer autoencoder (2017)

A survey on recent progress in control of swarm systems (2017)

Robust Human Activity Recognition Using Smartphone Sensors via CT-PCA and Online SVM (2017)

Nested Invariance Pooling and RBM Hashing for Image Instance Retrieval (2017)

DeepHash for Image Instance Retrieval: Getting Regularization, Depth and Fine-Tuning Right (2017)

An empirical study of multifactorial PSO and multifactorial DE (2017)

No-Reference Quality Assessment of Screen Content Pictures (2017)

EasySVM: A visual analysis approach for open-box support vector machines (2017)

Building Occupancy Estimation with Environmental Sensors via CDBLSTM (2017)