Publications - Machine Learning SG

Co-saliency Detection with Graph Matching (2019)

Zun Li Congyan Lang Jiashi Feng Yidong Li Tao Wang Songhe Feng

visual appearance matching salience pattern recognition inference +6 more

ACM Transactions on Intelligent Systems and Technology 2 citations Published 2019-05-31
CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation (2019)

Soumyabrata Dev Atul Nautiyal Yee Hui Lee Stefan Winkler

image segmentation image resolution cloud computing sky computer vision +6 more

IEEE Geoscience and Remote Sensing Letters 5 citations Published 2019-05-31
Truncated rank correlation (TRC) as a robust measure of test-retest reliability in mass spectrometry data. (2019)

Johan Lim Donghyeon Yu Hsun Chih Kuo Hyungwon Choi Scott J Walmsley

rank correlation correlation replicate pattern recognition mass spectrometry +6 more

Statistical Applications in Genetics and Molecular Biology Published 2019-05-30
Point Cloud Saliency Detection by Local and Global Feature Fusion (2019)

Xiaoying Ding Weisi Lin Zhenzhong Chen Xinfeng Zhang

interest point detection point cloud feature extraction human visual system model computer graphics +6 more

IEEE Transactions on Image Processing 4 citations Published 2019-05-30
Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series. (2019)

Tan Zhi-Xuan Harold Soh Desmond C. Ong

missing data inference markov model supervised learning deep learning +6 more

arXiv preprint arXiv:1905.13570 1 citations Published 2019-05-30
LeTS-Drive: Driving in a Crowd by Learning from Tree Search (2019)

Panpan Cai Yuanfu Luo Aseem Saxena David Hsu Wee Sun Lee

partially observable markov decision process robustness deep learning robot robotics +5 more

arXiv preprint arXiv:1905.12197 4 citations Published 2019-05-29
Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification (2019)

Zhao Zhang Lei Jia Mingbo Zhao Guangcan Liu Meng Wang Shuicheng Yan

kernel method kernel data classification inner product space euclidean space +6 more

arXiv preprint arXiv:1905.12236 1 citations Published 2019-05-29
The Nipple-Areola Complex for Criminal Identification (2019)

Wojciech Michal Matkowski Krzysztof Matkowski Adams Wai-Kin Kong Cory Lloyd Hall

digital evidence computer vision computer science artificial intelligence multimedia forensics +4 more

arXiv preprint arXiv:1905.11651 Published 2019-05-28
Revisiting Visual Odometry for Real-Time Performance (2019)

Gaurav Singh Meiqing Wu Siew-Kei Lam

visual odometry robustness advanced driver assistance systems overhead outlier +6 more

2019 16th International Conference on Machine Vision Applications (MVA) Published 2019-05-27
Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier (2019)

Zhao Zhang Weiming Jiang Jie Qin Li Zhang Fanzhang Li Min Zhang Shuicheng Yan

linear classifier discriminative model classifier structured analysis real image +6 more

arXiv preprint arXiv:1905.11543 Published 2019-05-27
Giant Panda Face Recognition Using Small Dataset (2019)

Wojciech Michal Matkowski Adams Wai Kin Kong Han Su Peng Chen Rong Hou Zhihe Zhang

facial recognition system population size pattern recognition endangered species computer science +5 more

arXiv preprint arXiv:1905.11163 Published 2019-05-27
Automated Detection and Localization of Myocardial Infarction With Staked Sparse Autoencoder and TreeBagger (2019)

Jieshuo Zhang Feng Lin Peng Xiong Haiman Du Hong Zhang Ming Liu Zengguang Hou Xiuling Liu

autoencoder feature extraction deep learning vanishing gradient problem unsupervised learning +6 more

IEEE Access 8 citations Published 2019-05-27
When to reply? Context Sensitive Models to Predict Instructor Interventions in MOOC Forums. (2019)

Muthu Kumar Chandrasekaran Min-Yen Kan

introspection deep learning recall thread human computer interaction +3 more

arXiv preprint arXiv:1905.10851 1 citations Published 2019-05-26
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. (2019)

Yi Tay Shuohang Wang Anh Tuan Luu Jie Fu Minh C. Phan Xingdi Yuan Jinfeng Rao Siu Cheung Hui Aston Zhang

reading comprehension pointer natural language processing generative grammar curriculum +5 more

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 2 citations Published 2019-05-26
Online Deep Learning for Improved Trajectory Tracking of Unmanned Aerial Vehicles Using Expert Knowledge (2019)

Andriy Sarabakha Erdal Kayacan

artificial neural network deep learning controller trajectory system dynamics +6 more

arXiv preprint arXiv:1905.10796 Published 2019-05-26
DeepJIT: an end-to-end deep learning framework for just-in-time defect prediction (2019)

Thong Hoang Hoa Khanh Dam Yasutaka Kamei David Lo Naoyasu Ubayashi

software quality assurance deep learning software convolutional neural network semantic similarity +6 more

2019 IEEE/ACM 16th International Conference on Mining Software Repositories (MSR) 17 citations Published 2019-05-26
Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation (2019)

Hanyang Kong Jian Zhao Xiaoguang Tu Junliang Xing Shengmei Shen Jiashi Feng

face hallucination facial recognition system deep learning convolutional neural network discriminative model +6 more

arXiv preprint arXiv:1905.10777 2 citations Published 2019-05-26
Robust Unsupervised Flexible Auto-weighted Local-Coordinate Concept Factorization for Image Clustering. (2019)

Zhao Zhang Yan Zhang Sheng Li Guangcan Liu Meng Wang Shuicheng Yan

cluster analysis feature learning coordinate space weighting factorization +6 more

arXiv preprint arXiv:1905.10564 1 citations Published 2019-05-25
On reliability of patch correctness assessment (2019)

Dinh Xuan Bach Le Lingfeng Bao David Lo Xin Xia Shanping Li Corina Pasareanu

correctness test suite annotation static analysis natural language processing +5 more

2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE) 13 citations Published 2019-05-25
Marvel: a generic, scalable and effective vulnerability detection platform (2019)

Xiaoning Du

fuzz testing static program analysis false positive paradox static analysis vulnerability +6 more

2019 IEEE/ACM 41st International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) Published 2019-05-25

Previous Next

Co-saliency Detection with Graph Matching (2019)

CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation (2019)

Truncated rank correlation (TRC) as a robust measure of test-retest reliability in mass spectrometry data. (2019)

Point Cloud Saliency Detection by Local and Global Feature Fusion (2019)

Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series. (2019)

LeTS-Drive: Driving in a Crowd by Learning from Tree Search (2019)

Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification (2019)

The Nipple-Areola Complex for Criminal Identification (2019)

Revisiting Visual Odometry for Real-Time Performance (2019)

Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier (2019)

Giant Panda Face Recognition Using Small Dataset (2019)

Automated Detection and Localization of Myocardial Infarction With Staked Sparse Autoencoder and TreeBagger (2019)

When to reply? Context Sensitive Models to Predict Instructor Interventions in MOOC Forums. (2019)

Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. (2019)

Online Deep Learning for Improved Trajectory Tracking of Unmanned Aerial Vehicles Using Expert Knowledge (2019)

DeepJIT: an end-to-end deep learning framework for just-in-time defect prediction (2019)

Cross-Resolution Face Recognition via Prior-Aided Face Hallucination and Residual Knowledge Distillation (2019)

Robust Unsupervised Flexible Auto-weighted Local-Coordinate Concept Factorization for Image Clustering. (2019)

On reliability of patch correctness assessment (2019)

Marvel: a generic, scalable and effective vulnerability detection platform (2019)