Publications - Machine Learning SG

A Framework for 3D Object Detection and Pose Estimation in Unstructured Environment Using Single Shot Detector and Refined LineMOD Template Matching (2019)

Shili Chen Jie Hong Xineng Liu Jian Li Tao Zhang Danwei Wang Yisheng Guan

pose object detection template matching iterative closest point cluster analysis +6 more

2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Published 2019-09-01
Towards smart optical focusing: Deep learning-empowered wavefront shaping in nonstationary scattering media (2019)

Yunqi Luo Suxia Yan Huanhao Li Puxiang Lai Yuanjin Zheng

deep learning wavefront convolutional neural network artificial neural network inverse scattering problem +6 more

arXiv preprint arXiv:1909.00210 1 citations Published 2019-08-31
Joint Detection and Location of English Puns (2019)

Yanyan Zou Wei Lu

pun polysemy sequence labeling rhetorical question natural language processing +3 more

arXiv preprint arXiv:1909.00175 Published 2019-08-31
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite (2019)

Prathyusha Jwalapuram Shafiq Joty Irina Temnikova Preslav Nakov

machine translation test suite pronoun natural language processing computer science +2 more

arXiv preprint arXiv:1909.00131 Published 2019-08-31
Boundary-Aware Feature Propagation for Scene Segmentation (2019)

Henghui Ding Xudong Jiang Ai Qun Liu Nadia Magnenat Thalmann Gang Wang

segmentation pattern recognition computer science artificial intelligence graph +1 more

arXiv preprint arXiv:1909.00179 2 citations Published 2019-08-31
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation (2019)

Deepanway Ghosal Navonil Majumder Soujanya Poria Niyati Chhaya Alexander Gelbukh

emotion classification convolutional neural network conversation artificial intelligence computer science +3 more

arXiv: Computation and Language 3 citations Published 2019-08-30
Design of Optimal Adaptive Filters for Two-Dimensional Filamentary Structures Segmentation (2019)

Dhimas Arief Dharmawan Boon Poh Ng Narong Borijindargoon

adaptive filter segmentation filter inverse problem filter design +6 more

IEEE Signal Processing Letters Published 2019-08-30
Barzilai-Borwein-based Adaptive Learning Rate for Deep Learning (2019)

Jinxiu Liang Yong Xu Chenglong Bao Yuhui Quan Hui Ji

artificial neural network deep learning gradient descent convergence artificial intelligence +3 more

Pattern Recognition Letters 4 citations Published 2019-08-30
A deep neural network approach to predicting clinical outcomes of neuroblastoma patients (2019)

Léon-Charles Tranchevent Francisco Azuaje Jagath Chandana Rajapakse

deep learning artificial neural network feature selection support vector machine feature extraction +6 more

bioRxiv Published 2019-08-30
6G Visions: Mobile ultra-broadband, super internet-of-things, and artificial intelligence (2019)

Lin Zhang Ying-Chang Liang Dusit Niyato

mobile telephony wireless broadband software deployment vision +3 more

China Communications 37 citations Published 2019-08-30
Multifunctional metallic backbones for origami robotics with strain sensing and wireless communication capabilities (2019)

Haitao Yang Bok Seng Yeow Zhipeng Li Kerui Li Ting-Hsiang Chang Lin Jing Yang Li John S. Ho Hongliang Ren Po-Yen Chen Po-Yen Chen

soft robotics robot robotics system integration electronics +6 more

Science Robotics 5 citations Published 2019-08-28
Generating Templates and Growth Charts for School-Aged Brain Development (2019)

Hao-Ming Dong F. Xavier Castellanos F. Xavier Castellanos Ning Yang Zhe Zhang Ye He Lei Zhang Ting Xu Avram J. Holmes B.T. Thomas Yeo Feiyan Chen Bin Wang Christian Beckmann Tonya White Olaf Sporns Jiang Qiu Tingyong Feng Antao Chen Xun Liu Xu Chen Xuchu Weng Michael P. Milham Michael P. Milham Xi-Nian Zuo

population connectome growth chart image registration neuroimaging +6 more

bioRxiv 2 citations Published 2019-08-28
Fast Video Object Segmentation via Mask Transfer Network (2019)

Tao Zhuo Zhiyong Cheng Mohan S. Kankanhalli

reference frame pixel segmentation image warping network planning and design +6 more

arXiv preprint arXiv:1908.10717 1 citations Published 2019-08-28
Explainable Video Action Reasoning via Prior Knowledge and State Transitions (2019)

Tao Zhuo Zhiyong Cheng Peng Zhang Yongkang Wong Mohan Kankanhalli

scene graph deep learning theoretical computer science computer science artificial intelligence +3 more

arXiv preprint arXiv:1908.10700 Published 2019-08-28
Application of Computer Vision in the Construction Industry (2019)

June Tay Patrick Shi Yihong He Tushar Nath

object detection motion detection building information modeling big data facial recognition system +6 more

Published 2019-08-28
Topic Enhanced Word Embedding for Toxic Content Detection in Q&A Sites (2019)

Do Yeon Kim Xiaohang Li Sheng Wang Yunying Zhuo Roy Ka-Wei Lee

word embedding deep learning constructive information system task analysis +5 more

2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) Published 2019-08-27
Short-Term Memory Variational Autoencoder for Collaborative Filtering (2019)

Hangbin Zhang Raymond K. Wong Victor W. Chu

autoencoder recommender system collaborative filtering service provider linear model +5 more

Pacific Rim International Conference on Artificial Intelligence Published 2019-08-26
Rainfall Estimation from Traffic Cameras (2019)

Remmy A. M. Zen Dewa Made Sri Arsa Ruixi Zhang Ngurah Agus Sanjaya Er Stéphane Bressan

inverse distance weighting interpolation convolutional neural network feature extraction artificial neural network +6 more

International Conference on Database and Expert Systems Applications Published 2019-08-26
Low-Resource Name Tagging Learned with Weakly Labeled Data (2019)

Yixin Cao Zikun Hu Tat-Seng Chua Zhiyuan Liu Heng Ji

sequence labeling classifier semantics pattern recognition sampling +6 more

arXiv preprint arXiv:1908.09659 1 citations Published 2019-08-26
Differentially Private Non-parametric Machine Learning as a Service (2019)

Ashish Dandekar Debabrota Basu Stéphane Bressan

information privacy parametric statistics nonparametric statistics differential privacy machine learning +3 more

International Conference on Database and Expert Systems Applications Published 2019-08-26

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A Framework for 3D Object Detection and Pose Estimation in Unstructured Environment Using Single Shot Detector and Refined LineMOD Template Matching (2019)

Towards smart optical focusing: Deep learning-empowered wavefront shaping in nonstationary scattering media (2019)

Joint Detection and Location of English Puns (2019)

Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite (2019)

Boundary-Aware Feature Propagation for Scene Segmentation (2019)

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation (2019)

Design of Optimal Adaptive Filters for Two-Dimensional Filamentary Structures Segmentation (2019)

Barzilai-Borwein-based Adaptive Learning Rate for Deep Learning (2019)

A deep neural network approach to predicting clinical outcomes of neuroblastoma patients (2019)

6G Visions: Mobile ultra-broadband, super internet-of-things, and artificial intelligence (2019)

Multifunctional metallic backbones for origami robotics with strain sensing and wireless communication capabilities (2019)

Generating Templates and Growth Charts for School-Aged Brain Development (2019)

Fast Video Object Segmentation via Mask Transfer Network (2019)

Explainable Video Action Reasoning via Prior Knowledge and State Transitions (2019)

Application of Computer Vision in the Construction Industry (2019)

Topic Enhanced Word Embedding for Toxic Content Detection in Q&A Sites (2019)

Short-Term Memory Variational Autoencoder for Collaborative Filtering (2019)

Rainfall Estimation from Traffic Cameras (2019)

Low-Resource Name Tagging Learned with Weakly Labeled Data (2019)

Differentially Private Non-parametric Machine Learning as a Service (2019)