Publications - Machine Learning SG

Code-Switching for Enhancing NMT with Pre-Specified Translation (2019)

Kai Song Yue Zhang Heng Yu Weihua Luo Kun Wang Min Zhang

lexicon decoding methods fidelity copying natural language processing +4 more

arXiv preprint arXiv:1904.09107 3 citations Published 2019-04-19
Learning to Collocate Neural Modules for Image Captioning (2019)

Xu Yang Hanwang Zhang Jianfei Cai

visual reasoning noun closed captioning sentence adjective +6 more

arXiv preprint arXiv:1904.08608 5 citations Published 2019-04-18
Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data (2019)

Ke Gu Dacheng Tao Junfei Qiao Weisi Lin

image quality image processing object detection computational intelligence source code +6 more

arXiv preprint arXiv:1904.08632 Published 2019-04-18
Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization. (2019)

Jiaxi He Frank Z. Xing Ran Yang Cishen Zhang

image segmentation object detection wavelet transform haar wavelet iterative reconstruction +6 more

arXiv preprint arXiv:1904.08573 1 citations Published 2019-04-18
Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization (2019)

Li Yuan Francis Eh Tay Ping Li Li Zhou Jiashi Feng

automatic summarization mutual information machine learning maximization computer science +6 more

arXiv preprint arXiv:1904.08265 2 citations Published 2019-04-17
An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning (2019)

Yaoyao Liu Bernt Schiele Qianru Sun

hyperprior hyperparameter transduction bayes theorem robustness +5 more

arXiv preprint arXiv:1904.08479 2 citations Published 2019-04-17
Weakly Supervised Gaussian Networks for Action Detection (2019)

Basura Fernando Cheston Tan Yin Chet Hakan Bilen

gaussian pattern recognition exploit computer science annotation +2 more

arXiv preprint arXiv:1904.07774 1 citations Published 2019-04-16
Towards safe machine learning for CPS: infer uncertainty from training data (2019)

Xiaozhe Gu Arvind Easwaran

feature vector backup black box word error rate controller +6 more

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems 8 citations Published 2019-04-16
Free-view gait recognition. (2019)

Yonghong Tian Lan Wei Shijian Lu Tiejun Huang

gait gait analysis gait biometrics facial recognition system +6 more

PLOS ONE 6 citations Published 2019-04-16
On lightweight privacy-preserving collaborative learning for internet-of-things objects (2019)

Linshan Jiang Rui Tan Xin Lou Guosheng Lin

collaborative learning deep learning artificial neural network test data generation encryption +6 more

Proceedings of the International Conference on Internet of Things Design and Implementation 11 citations Published 2019-04-15
Fringe pattern denoising based on deep learning (2019)

Ketao Yan Yingjie Yu Chongtian Huang Liansheng Sui Kemao Qian Anand Asundi

speckle pattern noise reduction holography deep learning computer vision +6 more

Optics Communications 37 citations Published 2019-04-15
Multitask Learning for Sparse Failure Prediction (2019)

Simon Luo Victor W. Chu Zhidong Li Yang Wang Jianlong Zhou Fang Chen Raymond K. Wong

hierarchical dirichlet process multi task learning dirichlet process predictability machine learning +6 more

Pacific-Asia Conference on Knowledge Discovery and Data Mining 2 citations Published 2019-04-14
Exploring Representativeness and Informativeness for Active Learning (2019)

Bo Du Zengmao Wang Lefei Zhang Liangpei Zhang Wei Liu Jialie Shen Dacheng Tao

active learning similarity measure data structure classifier machine learning +6 more

arXiv preprint arXiv:1904.06685 Published 2019-04-14
Dynamic Student Classiffication on Memory Networks for Knowledge Tracing (2019)

Sein Minn Michel C. Desmarais Feida Zhu Jing Xiao Jianzong Wang

tracing machine learning computer science artificial intelligence knowledge state +1 more

Pacific-Asia Conference on Knowledge Discovery and Data Mining 4 citations Published 2019-04-14
DeepReview: Automatic Code Review Using Deep Multi-instance Learning (2019)

Heng-Yi Li Shu-Ting Shi Ferdian Thung Xuan Huo Bowen Xu Ming Li David Lo

code review deep learning software quality assurance software mining convolutional neural network +6 more

Advances in knowledge discovery and data mining: 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17: Proceedings 2 citations Published 2019-04-14
Automatic Target Detection for Sparse Hyperspectral Images (2019)

Ahmad W. Bitar Ahmad W. Bitar Jean Philippe Ovarlez Loong-Fah Cheong Ali Chehab

robust principal component analysis hyperspectral imaging covariance matrix detector pattern recognition +4 more

arXiv preprint arXiv:1904.09030 Published 2019-04-14
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments (2019)

Jerrold Soh Tsin Howe Lim How Khang Ian Ernst Chai

supreme court word embedding language model topic model natural language processing +4 more

arXiv preprint arXiv:1904.06470 2 citations Published 2019-04-13
Deep Item-based Collaborative Filtering for Top-N Recommendation (2019)

Feng Xue Xiangnan He Xiang Wang Jiandong Xu Kai Liu Richang Hong

recommender system collaborative filtering personalization deep learning world wide web +3 more

ACM Transactions on Information Systems 56 citations Published 2019-04-12
Vision and Challenges for Knowledge Centric Networking (2019)

Dapeng Wu Zhenjiang Li Jianping Wang Yuanqing Zheng Mo Li Qiuyuan Huang

interactivity systems management information society service quality multimedia +6 more

IEEE Wireless Communications 9 citations Published 2019-04-11
I Can See Your Brain: Investigating Home-Use Electroencephalography System Security (2019)

Yinhao Xiao Yizhen Jia Xiuzhen Cheng Jiguo Yu Zhenkai Liang Zhi Tian

app store brain computer interface security analysis deep learning computer security +6 more

IEEE Internet of Things Journal 8 citations Published 2019-04-11

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Code-Switching for Enhancing NMT with Pre-Specified Translation (2019)

Learning to Collocate Neural Modules for Image Captioning (2019)

Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data (2019)

Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization. (2019)

Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization (2019)

An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning (2019)

Weakly Supervised Gaussian Networks for Action Detection (2019)

Towards safe machine learning for CPS: infer uncertainty from training data (2019)

Free-view gait recognition. (2019)

On lightweight privacy-preserving collaborative learning for internet-of-things objects (2019)

Fringe pattern denoising based on deep learning (2019)

Multitask Learning for Sparse Failure Prediction (2019)

Exploring Representativeness and Informativeness for Active Learning (2019)

Dynamic Student Classiffication on Memory Networks for Knowledge Tracing (2019)

DeepReview: Automatic Code Review Using Deep Multi-instance Learning (2019)

Automatic Target Detection for Sparse Hyperspectral Images (2019)

Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments (2019)

Deep Item-based Collaborative Filtering for Top-N Recommendation (2019)

Vision and Challenges for Knowledge Centric Networking (2019)

I Can See Your Brain: Investigating Home-Use Electroencephalography System Security (2019)