Publications - Machine Learning SG

Classifier Learning from Imbalanced Corpus by Autoencoded Over-Sampling (2019)

Eunkyung Park Raymond K. Wong Victor W. Chu

overfitting sentiment analysis analytics classifier oversampling +4 more

Pacific Rim International Conference on Artificial Intelligence Published 2019-08-26
Attacking Object Detectors Without Changing the Target Object. (2019)

Yi Huang Adams Wai-Kin Kong Kwok-Yan Lam

object detection minimum bounding box stop sign computer vision pixel +4 more

Pacific Rim International Conference on Artificial Intelligence 3 citations Published 2019-08-26
An Evaluation of Feature Matchers for Fundamental Matrix Estimation (2019)

Jia-Wang Bian Yu-Huan Wu Ji Zhao Yun Liu Le Zhang Ming-Ming Cheng Ian Reid

ransac epipolar geometry fundamental matrix scale invariant feature transform estimator +4 more

arXiv preprint arXiv:1908.09474 4 citations Published 2019-08-26
Story co-segmentation of Chinese broadcast news using weakly-supervised semantic similarity (2019)

Wei Feng Wei Feng Xuecheng Nie Yujun Zhang Yujun Zhang Zhi-Qiang Liu Jianwu Dang Jianwu Dang

semantic similarity cosine similarity topic model sentence natural language processing +6 more

Neurocomputing 2 citations Published 2019-08-25
Conditional Adversarial Synthesis of 3D Facial Action Units (2019)

Zhilei Liu Guoxian Song Jianfei Cai Tat-Jen Cham Juyong Zhang

facial expression deep learning pattern recognition computer science artificial intelligence +1 more

Neurocomputing 13 citations Published 2019-08-25
Single-Stage Multi-Person Pose Machines (2019)

Xuecheng Nie Jianfeng Zhang Shuicheng Yan Jiashi Feng

3d pose estimation pose computer vision computer science generality +2 more

arXiv preprint arXiv:1908.09220 12 citations Published 2019-08-24
Dynamic Kernel Distillation for Efficient Pose Estimation in Videos (2019)

Xuecheng Nie Yuncheng Li Linjie Luo Ning Zhang Jiashi Feng

pose speedup kernel computer vision convolution +6 more

arXiv preprint arXiv:1908.09216 Published 2019-08-24
A Guide to Conducting a Meta-Analysis with Non-Independent Effect Sizes. (2019)

Mike W.-L. Cheung

meta analysis multivariate statistics medline machine learning neuropsychology +3 more

Neuropsychology Review 27 citations Published 2019-08-24
Hierarchically-Refined Label Attention Network for Sequence Labeling. (2019)

Leyang Cui Yue Zhang

sequence labeling markov chain encoding pattern recognition computer science +3 more

arXiv preprint arXiv:1908.08676 3 citations Published 2019-08-23
Attention to Head Locations for Crowd Counting (2019)

Youmei Zhang Chunluan Zhou Faliang Chang Alex C. Kot Wei Zhang

convolutional neural network feature extraction pattern recognition exploit computer science +4 more

International Conference on Image and Graphics Published 2019-08-23
User Diverse Preference Modeling by Multimodal Attentive Metric Learning. (2019)

Fan Liu Zhiyong Cheng Changchang Sun Yinglong Wang Liqiang Nie Mohan Kankanhalli

recommender system feature vector artificial neural network triangle inequality dot product +6 more

arXiv preprint arXiv:1908.07738 Published 2019-08-21
Temporal Spiking Recurrent Neural Network for Action Recognition (2019)

Wei Wang Siyuan Hao Yunchao Wei Shengtao Xiao Jiashi Feng Nicu Sebe

recurrent neural network feature extraction message passing discriminative model pattern recognition +6 more

IEEE Access 2 citations Published 2019-08-21
Modeling Multi-View Dependence in Bayesian Networks for Alzheimer's Disease Detection. (2019)

Parvathy Sudhir Pillai Tze-Yun Leong

bayesian network domain knowledge probabilistic logic disease data type +6 more

Studies in health technology and informatics Published 2019-08-21
Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models (2019)

Wei Li Nancy F. Chen Sabato Marco Siniscalchi Chin-Hui Lee

mandarin chinese speech processing pronunciation deep learning speech recognition +6 more

IEEE Transactions on Audio, Speech, and Language Processing 1 citations Published 2019-08-21
EOVNet: Earth-Observation Image-Based Vehicle Detection Network (2019)

Zhi Gao Hong Ji Tiancan Mei Bharath Ramesh Xiaodong Liu

object detection feature extraction deep learning convolutional neural network artificial neural network +6 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2 citations Published 2019-08-21
Deep Learning-Based Power Control for Non-Orthogonal Random Access (2019)

Han Seung Jang Hoon Lee Tony Q. S. Quek

power control random access cellular network timing advance telecommunications link +6 more

IEEE Communications Letters 2 citations Published 2019-08-20
Watch out for This Commit! A Study of Influential Software Changes (2019)

Daoyuan Li Li Li Dongsun Kim Tegawendé François D Assise Bissyande David Lo Yves Le Traon

commit software evolution software system centrality sorting +6 more

Journal of Software: Evolution and Process Published 2019-08-19
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment (2019)

Kaixin Wang Jun Hao Liew Yingtian Zou Daquan Zhou Jiashi Feng

segmentation discriminative model pattern recognition pixel embedding +4 more

arXiv preprint arXiv:1908.06391 1 citations Published 2019-08-18
Investigating Convolutional Neural Networks using Spatial Orderness (2019)

Rohan Ghosh Anupam K. Gupta Mehul Motani

convolutional neural network pixel hierarchical clustering kernel a priori and a posteriori +6 more

arXiv preprint arXiv:1908.06416 Published 2019-08-18
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild (2019)

Yu Rong Ziwei Liu Cheng Li Kaidi Cao Chen Change Loy

segmentation annotation machine learning computer science exploit +4 more

arXiv preprint arXiv:1908.06442 1 citations Published 2019-08-18

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Classifier Learning from Imbalanced Corpus by Autoencoded Over-Sampling (2019)

Attacking Object Detectors Without Changing the Target Object. (2019)

An Evaluation of Feature Matchers for Fundamental Matrix Estimation (2019)

Story co-segmentation of Chinese broadcast news using weakly-supervised semantic similarity (2019)

Conditional Adversarial Synthesis of 3D Facial Action Units (2019)

Single-Stage Multi-Person Pose Machines (2019)

Dynamic Kernel Distillation for Efficient Pose Estimation in Videos (2019)

A Guide to Conducting a Meta-Analysis with Non-Independent Effect Sizes. (2019)

Hierarchically-Refined Label Attention Network for Sequence Labeling. (2019)

Attention to Head Locations for Crowd Counting (2019)

User Diverse Preference Modeling by Multimodal Attentive Metric Learning. (2019)

Temporal Spiking Recurrent Neural Network for Action Recognition (2019)

Modeling Multi-View Dependence in Bayesian Networks for Alzheimer's Disease Detection. (2019)

Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models (2019)

EOVNet: Earth-Observation Image-Based Vehicle Detection Network (2019)

Deep Learning-Based Power Control for Non-Orthogonal Random Access (2019)

Watch out for This Commit! A Study of Influential Software Changes (2019)

PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment (2019)

Investigating Convolutional Neural Networks using Spatial Orderness (2019)

Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild (2019)