Publications - Machine Learning SG

Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network (2019)

Chen Li Gim Hee Lee

pose inverse problem mixture distribution mean squared error deep learning +6 more

arXiv preprint arXiv:1904.05547 3 citations Published 2019-04-11
Ultra-rapid object categorization in real-world scenes with top-down manipulations (2019)

Bingjie Xu Mohan S. Kankanhalli Qi Zhao

categorization object detection cognitive neuroscience of visual object recognition display size poison control +6 more

PLOS ONE 1 citations Published 2019-04-10
Machine learning applied to pack classification (2019)

Weiqiang Hang Timothy Banks

product classification electronic data market research audit machine learning +2 more

International Journal of Market Research Published 2019-04-10
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning (2019)

Ruotent Li Loong Fah Cheong Robby T. Tan

image restoration filter computer vision channel computer science +1 more

arXiv preprint arXiv:1904.05050 6 citations Published 2019-04-10
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution (2019)

Yunpeng Chen Haoqi Fan Bing Xu Zhicheng Yan Yannis Kalantidis Marcus Rohrbach Yan Shuicheng Jiashi Feng

redundancy convolution convolutional neural network octave feature extraction +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 144 citations Published 2019-04-10
Modern Machine Learning Techniques for Univariate Tunnel Settlement Forecasting: A Comparative Study (2019)

Min Hu Wei Li Ke Yan Zhiwei Ji Zhiwei Ji Haigen Hu

artificial neural network extreme learning machine support vector machine particle swarm optimization data verification +6 more

Mathematical Problems in Engineering 11 citations Published 2019-04-09
Detection, Tracking and Classification of Aircraft and Drones in Digital Towers Using Machine Learning on Motion Patterns (2019)

Van-Phat Thai Weixian Zhong Thinh Pham Sameer Alam Vu Duong

optical flow convolutional neural network feature extraction tower trajectory +6 more

2019 Integrated Communications, Navigation and Surveillance Conference (ICNS) 7 citations Published 2019-04-09
Large Margin Multi-modal Multi-task Feature Extraction for Image Classification (2019)

Yong Luo Yonggang Wen Dacheng Tao Jie Gui Chao Xu

feature extraction contextual image classification redundancy pattern recognition modal +6 more

arXiv preprint arXiv:1904.04088 Published 2019-04-08
Kervolutional Neural Networks (2019)

Chen Wang Jianfei Yang Lihua Xie Junsong Yuan

kernel kernel method convolutional neural network convolution artificial neural network +5 more

arXiv preprint arXiv:1904.03955 Published 2019-04-08
A Dilated Inception Network for Visual Saliency Prediction (2019)

Sheng Yang Guosheng Lin Qiuping Jiang Weisi Lin

convolutional neural network salience probability distribution normalization kernel +6 more

arXiv preprint arXiv:1904.03571 3 citations Published 2019-04-07
WMsorting: Wavelet Packets’ Decomposition and Mutual Information-Based Spike Sorting Method (2019)

Libo Huang Bingo Wing-Kuen Ling Ruichu Cai Yan Zeng Jiong He Yao Chen

spike sorting sorting cluster analysis wavelet packet decomposition mutual information +6 more

IEEE Transactions on Nanobioscience 4 citations Published 2019-04-04
Sentiment Analysis of Chinese Product Reviews using Gated Recurrent Unit (2019)

Jun Sheng Lee Denis Zuba Yan Pang

sentiment analysis deep learning sentence natural language processing artificial neural network +6 more

2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService) Published 2019-04-04
Learning to Cluster Faces on an Affinity Graph (2019)

Lei Yang Xiaohang Zhan Dapeng Chen Junjie Yan Chen Change Loy Dahua Lin

cluster analysis facial recognition system segmentation cluster machine learning +4 more

arXiv preprint arXiv:1904.02749 2 citations Published 2019-04-04
Cost-Sensitive Feature Selection by Optimizing F-Measures (2019)

Meng Liu Chang Xu Yong Luo Chao Xu Yonggang Wen Dacheng Tao

feature selection machine learning data set computer science artificial intelligence +4 more

arXiv preprint arXiv:1904.02301 Published 2019-04-04
A novel generic dictionary-based denoising method for improving noisy and densely packed nuclei segmentation in 3D time-lapse fluorescence microscopy images (2019)

Lamees Nasser Lamees Nasser Thomas Boudier Thomas Boudier

segmentation neural coding noise reduction pattern recognition computer science +6 more

Scientific Reports 4 citations Published 2019-04-04
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning (2019)

Shuohang Wang Sheng Zhang Yelong Shen Xiaodong Liu Jingjing Liu Jianfeng Gao Jing Jiang

commonsense reasoning commonsense knowledge unsupervised learning natural language understanding sentence +6 more

arXiv preprint arXiv:1904.01938 Published 2019-04-03
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints (2019)

Shaofeng Cai Gang Chen Beng Chin Ooi Jinyang Gao

computational resource workload deep learning inference analytics +6 more

arXiv preprint arXiv:1904.01831 Published 2019-04-03
Learning for Multi-Type Subspace Clustering. (2019)

Xun Xu Loong-Fah Cheong Zhuwen Li

subspace topology spectral clustering embedding perceptron algebraic number +6 more

arXiv preprint arXiv:1904.02075 Published 2019-04-03
Fence GAN: Towards Better Anomaly Detection (2019)

Phuc Cuong Ngo Amadeus Aristo Winarto Connie Khor Li Kou Sojeong Park Farhan Akram Hwee Kuan Lee

anomaly detection discriminator mnist database detector pattern recognition +3 more

2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) 14 citations Published 2019-04-02
Easy Transfer Learning By Exploiting Intra-domain Structures (2019)

Jindong Wang Yiqiang Chen Han Yu Meiyu Huang Qiang Yang

feature learning transfer of learning hyperparameter occam model selection +5 more

arXiv preprint arXiv:1904.01376 4 citations Published 2019-04-02

Previous Next

Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network (2019)

Ultra-rapid object categorization in real-world scenes with top-down manipulations (2019)

Machine learning applied to pack classification (2019)

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning (2019)

Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution (2019)

Modern Machine Learning Techniques for Univariate Tunnel Settlement Forecasting: A Comparative Study (2019)

Detection, Tracking and Classification of Aircraft and Drones in Digital Towers Using Machine Learning on Motion Patterns (2019)

Large Margin Multi-modal Multi-task Feature Extraction for Image Classification (2019)

Kervolutional Neural Networks (2019)

A Dilated Inception Network for Visual Saliency Prediction (2019)

WMsorting: Wavelet Packets’ Decomposition and Mutual Information-Based Spike Sorting Method (2019)

Sentiment Analysis of Chinese Product Reviews using Gated Recurrent Unit (2019)

Learning to Cluster Faces on an Affinity Graph (2019)

Cost-Sensitive Feature Selection by Optimizing F-Measures (2019)

A novel generic dictionary-based denoising method for improving noisy and densely packed nuclei segmentation in 3D time-lapse fluorescence microscopy images (2019)

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning (2019)

Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints (2019)

Learning for Multi-Type Subspace Clustering. (2019)

Fence GAN: Towards Better Anomaly Detection (2019)

Easy Transfer Learning By Exploiting Intra-domain Structures (2019)