Publications - Machine Learning SG

A Deep Learning Approach for Tumor Tissue Image Classification (2016)

Xulei Yang Si-Yong Yeo Jia Mei Hong Sum Thai Wong Wai Teng Tang Zhen Zhou Wu Gary Lee Sulin Chen Vanessa Ding Brendan Pang Andre Choo Yi Su

contextual image classification deep learning pattern recognition computer science artificial intelligence +1 more

Biomedical Engineering 16 citations Published 2016-01-01
A bilingual attention network for code-switched emotion prediction (2016)

Zhongqing Wang Yue Zhang Sophia Yat Mei Lee Shoushan Li Guodong Zhou

visualization natural language processing speech recognition computer science artificial intelligence +2 more

Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers 33 citations Published 2016-01-01
Unsupervised learning based feature extraction for differential diagnosis of neurodegenerative diseases: A case study on early-stage diagnosis of Parkinson disease. (2015)

Gurpreet Singh Lakshminarayanan Samavedham

unsupervised learning self organizing map least squares support vector machine feature extraction support vector machine +6 more

Journal of Neuroscience Methods 35 citations Published 2015-12-30
Learning Natural Language Inference with LSTM (2015)

Shuohang Wang Jing Jiang

sentence premise natural language processing artificial intelligence computer science +5 more

arXiv preprint arXiv:1512.08849 60 citations Published 2015-12-30
Formalization of Weak Emergence in Multiagent Systems (2015)

Claudia Szabo Yong Meng Teo

boids multi agent system formal methods open system flocking +6 more

ACM Transactions on Modeling and Computer Simulation 15 citations Published 2015-12-28
Towards autonomous navigation of unsignalized intersections under uncertainty of human driver intent (2015)

Volkan Sezer Tirthankar Bandyopadhyay Daniela Rus Emilio Frazzoli David Hsu

hidden markov model motion planning probabilistic logic mobile robot artificial intelligence +4 more

2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 23 citations Published 2015-12-17
Real-time 3D navigation for autonomous vision-guided MAVs (2015)

Shengdong Xu Dominik Honegger Marc Pollefeys Lionel Heng

any angle path planning octree motion planning trajectory memory management +6 more

2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 13 citations Published 2015-12-17
B-SHOT: A binary feature descriptor for fast and efficient keypoint matching on 3D point clouds (2015)

Sai Manoj Prakhya Bingbing Liu Weisi Lin

local binary patterns electronic mail binary number histogram quantization +7 more

2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 36 citations Published 2015-12-17
A minimal solution to the rolling shutter pose estimation problem (2015)

Olivier Saurer Mare Pollefeys Gim Hee Lee

rolling shutter pose ransac constant linear velocity projection +6 more

2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 28 citations Published 2015-12-17
Statistical process monitoring with integration of data projection and one-class classification (2015)

Yiqi Liu Yongping Pan Qilin Wang Daoping Huang

one class classification principal component analysis data mining machine learning computer science +5 more

Chemometrics and Intelligent Laboratory Systems 11 citations Published 2015-12-15
A Bayesian recommender model for user rating and review profiling (2015)

Mingming Jiang Dandan Song Lejian Liao Feida Zhu

recommender system collaborative filtering topic model information retrieval bayesian inference +6 more

Tsinghua Science & Technology 12 citations Published 2015-12-15
Target recognition in synthetic aperture radar images via non-negative matrix factorisation (2015)

Zongyong Cui Zongjie Cao Jianyu Yang Jilan Feng Hongliang Ren

automatic target recognition synthetic aperture radar non negative matrix factorization neural coding pattern recognition +6 more

Iet Radar Sonar and Navigation 96 citations Published 2015-12-10
Perceptual screen content image quality assessment and compression (2015)

Shiqi Wang Ke Gu Kai Zeng Zhou Wang Weisi Lin

human visual system model image quality virtual desktop coding encoder +6 more

2015 IEEE International Conference on Image Processing (ICIP) 17 citations Published 2015-12-10
Multi-level semantic labeling of Sky/cloud images (2015)

Soumyabrata Dev Yee Hui Lee Stefan Winkler

automatic image annotation cluster analysis annotation pixel cloud computing +6 more

2015 IEEE International Conference on Image Processing (ICIP) 18 citations Published 2015-12-10
Group saliency propagation for large scale and quick image co-segmentation (2015)

Koteswar Rao Jerripothula Jianfei Cai Junsong Yuan

scale space segmentation segmentation salience computer vision speedup +5 more

2015 IEEE International Conference on Image Processing (ICIP) 15 citations Published 2015-12-10
Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey (2015)

Li Wang Dennis Sng

analytics video tracking object detection smart city deep learning +7 more

arXiv preprint arXiv:1512.03131 59 citations Published 2015-12-10
Categorization of cloud image patches using an improved texton-based approach (2015)

Soumyabrata Dev Yee Hui Lee Stefan Winkler

texton image texture color image cloud computing categorization +4 more

2015 IEEE International Conference on Image Processing (ICIP) 28 citations Published 2015-12-10
Estimating Information Processing in a Memory System: The Utility of Meta-analytic Methods for Genetics. (2015)

Tugce Yildizoglu Jan-Marek Weislogel Farhan Mohammad Edwin S.-Y. Chan Pryseley N. Assam Adam Claridge-Chang

short term memory olfactory memory statistical hypothesis testing estimation statistics mushroom bodies +6 more

PLOS Genetics 12 citations Published 2015-12-08
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection (2015)

Xiaodan Liang Si Liu Yunchao Wei Luoqi Liu Liang Lin Shuicheng Yan

object detection viola jones object detection framework convolutional neural network artificial intelligence machine learning +4 more

2015 IEEE International Conference on Computer Vision (ICCV) 99 citations Published 2015-12-07
Text Flow: A Unified Text Detection System in Natural Scene Images (2015)

Shangxuan Tian Yifeng Pan Chang Huang Shijian Lu Kai Yu Chew Lim Tan

flow network boosting pattern recognition data mining computer science +5 more

2015 IEEE International Conference on Computer Vision (ICCV) 209 citations Published 2015-12-07

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A Deep Learning Approach for Tumor Tissue Image Classification (2016)

A bilingual attention network for code-switched emotion prediction (2016)

Unsupervised learning based feature extraction for differential diagnosis of neurodegenerative diseases: A case study on early-stage diagnosis of Parkinson disease. (2015)

Learning Natural Language Inference with LSTM (2015)

Formalization of Weak Emergence in Multiagent Systems (2015)

Towards autonomous navigation of unsignalized intersections under uncertainty of human driver intent (2015)

Real-time 3D navigation for autonomous vision-guided MAVs (2015)

B-SHOT: A binary feature descriptor for fast and efficient keypoint matching on 3D point clouds (2015)

A minimal solution to the rolling shutter pose estimation problem (2015)

Statistical process monitoring with integration of data projection and one-class classification (2015)

A Bayesian recommender model for user rating and review profiling (2015)

Target recognition in synthetic aperture radar images via non-negative matrix factorisation (2015)

Perceptual screen content image quality assessment and compression (2015)

Multi-level semantic labeling of Sky/cloud images (2015)

Group saliency propagation for large scale and quick image co-segmentation (2015)

Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey (2015)

Categorization of cloud image patches using an improved texton-based approach (2015)

Estimating Information Processing in a Memory System: The Utility of Meta-analytic Methods for Genetics. (2015)

Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection (2015)

Text Flow: A Unified Text Detection System in Natural Scene Images (2015)