Publications - Machine Learning SG

Cross Temporal Recurrent Networks for Ranking Question Answer Pairs (2017)

Yi Tay Luu Anh Tuan Siu Cheung Hui

forgetting pairwise comparison ranking factoid recursion +6 more

arXiv preprint arXiv:1711.07656 15 citations Published 2017-11-21
Balancing the playing field: collaborative gaming for physical training. (2017)

Michael Mace Nawal Kinany Nawal Kinany Paul Rinne Anthony Rayner Paul Bentley Etienne Burdet Etienne Burdet

virtual training motor learning interpersonal relationship social relation rehabilitation +7 more

Journal of Neuroengineering and Rehabilitation 22 citations Published 2017-11-20
Transferable Semi-supervised Semantic Segmentation (2017)

Huaxin Xiao Yunchao Wei Yu Liu Maojun Zhang Jiashi Feng

segmentation deep learning scalability machine learning computer science +3 more

arXiv preprint arXiv:1711.06828 12 citations Published 2017-11-18
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring (2017)

Yi Tay Minh C. Phan Luu Anh Tuan Siu Cheung Hui

deep learning artificial neural network auxiliary memory feature engineering coherence +7 more

arXiv preprint arXiv:1711.04981 14 citations Published 2017-11-14
Intent Recognition in Smart Living Through Deep Recurrent Neural Networks (2017)

Xiang Zhang Lina Yao Chaoran Huang Quan Z. Sheng Xianzhi Wang

deep learning feature extraction recurrent neural network home automation robotics +6 more

24th International Conference on Neural Information Processing, ICONIP 2017 19 citations Published 2017-11-14
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering (2017)

Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell

question answering closed ended question reading comprehension natural language processing computer science +5 more

arXiv preprint arXiv:1711.05116 15 citations Published 2017-11-14
In-Order Transition-based Constituent Parsing (2017)

Jiangming Liu Yue Zhang

parsing tree traversal encoder natural language processing hierarchy +3 more

Transactions of the Association for Computational Linguistics 50 citations Published 2017-11-11
Online Deep Learning: Learning Deep Neural Networks on the Fly (2017)

Doyen Sahoo Quang Pham Jing Lu Steven C. H. Hoi

deep learning backpropagation machine learning scalability kernel +6 more

arXiv preprint arXiv:1711.03705 30 citations Published 2017-11-10
Neural Reranking for Named Entity Recognition (2017)

Jie Yang Yue Zhang Fei Dong

named entity recognition recurrent neural network sentence natural language processing computer science +2 more

Proceedings of the International Conference Recent Advances in Natural Language Processing, RANLP 2017 15 citations Published 2017-11-10
Predicting Scene Parsing and Motion Dynamics in the Future (2017)

Xiaojie Jin Huaxin Xiao Xiaohui Shen Jimei Yang Zhe Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan

optical flow parsing intelligent decision support system machine learning computer vision +7 more

44 citations Published 2017-11-09
File-level defect prediction: unsupervised vs. supervised models (2017)

Meng Yan Yicheng Fang David Lo Xin Xia Xiaohong Zhang

software quality assurance software bug data modeling code review software +5 more

Proceedings of the 11th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement 19 citations Published 2017-11-09
Deep Metric Learning for Visual Understanding: An Overview of Recent Advances (2017)

Jiwen Lu Junlin Hu Jie Zhou

metric visual search euclidean distance facial recognition system artificial neural network +5 more

IEEE Signal Processing Magazine 56 citations Published 2017-11-09
Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis (2017)

Xiang Zhang Lina Yao Dalin Zhang Xianzhi Wang Quan Z. Sheng Tao Gu

activity recognition electroencephalography autoencoder brain computer interface brain activity and meditation +6 more

Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services 19 citations Published 2017-11-07
NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation (2017)

Minh C. Phan Aixin Sun Yi Tay Jialong Han Chenliang Li

entity linking semantic matching rss knowledge base natural language processing +4 more

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management 33 citations Published 2017-11-06
Interacting Attention-gated Recurrent Networks for Recommendation (2017)

Wenjie Pei Jie Yang Zhu Sun Jie Zhang Alessandro Bozzon David M.J. Tax

recurrent neural network machine learning computer science memorization artificial intelligence +3 more

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management 21 citations Published 2017-11-06
Dyadic Memory Networks for Aspect-based Sentiment Analysis (2017)

Yi Tay Luu Anh Tuan Siu Cheung Hui

dyadic interaction deep learning artificial neural network feature learning sentiment analysis +7 more

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management 40 citations Published 2017-11-06
Capturing Feature-Level Irregularity in Disease Progression Modeling (2017)

Kaiping Zheng Wei Wang Jinyang Gao Kee Yuan Ngiam Beng Chin Ooi Wei Luen James Yip

medical diagnosis medical record disease kidney disease health care +7 more

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management 16 citations Published 2017-11-06
A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling (2017)

Hao Wu Weiwei Sun Baihua Zheng

outlier anomaly detection trajectory metric statistical model +6 more

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management 15 citations Published 2017-11-06
Deep neural network-based bandwidth enhancement of photoacoustic data (2017)

Sreedevi Gutta Venkata Suryanarayana Kadimesetty Sandeep Kumar Kalva Manojit Pramanik Sriram Ganapathy Phaneendra K. Yalavarthy

deconvolution tikhonov regularization signal to noise ratio photoacoustic techniques bandwidth +6 more

Journal of Biomedical Optics 21 citations Published 2017-11-02
Video super-resolution based on spatial-temporal recurrent residual networks (2017)

Wenhan Yang Jiashi Feng Guosen Xie Jiaying Liu Zongming Guo Shuicheng Yan

residual frame block matching algorithm inter frame residual redundancy +6 more

Computer Vision and Image Understanding 27 citations Published 2017-11-01

Previous Next

Cross Temporal Recurrent Networks for Ranking Question Answer Pairs (2017)

Balancing the playing field: collaborative gaming for physical training. (2017)

Transferable Semi-supervised Semantic Segmentation (2017)

SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring (2017)

Intent Recognition in Smart Living Through Deep Recurrent Neural Networks (2017)

Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering (2017)

In-Order Transition-based Constituent Parsing (2017)

Online Deep Learning: Learning Deep Neural Networks on the Fly (2017)

Neural Reranking for Named Entity Recognition (2017)

Predicting Scene Parsing and Motion Dynamics in the Future (2017)

File-level defect prediction: unsupervised vs. supervised models (2017)

Deep Metric Learning for Visual Understanding: An Overview of Recent Advances (2017)

Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis (2017)

NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation (2017)

Interacting Attention-gated Recurrent Networks for Recommendation (2017)

Dyadic Memory Networks for Aspect-based Sentiment Analysis (2017)

Capturing Feature-Level Irregularity in Disease Progression Modeling (2017)

A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling (2017)

Deep neural network-based bandwidth enhancement of photoacoustic data (2017)

Video super-resolution based on spatial-temporal recurrent residual networks (2017)