Publications - Machine Learning SG

Visual Inspection of the Aircraft Surface Using a Teleoperated Reconfigurable Climbing Robot and Enhanced Deep Learning Technique (2019)

Balakrishnan Ramalingam Vega-Heredia Manuel Mohan Rajesh Elara Ayyalusami Vengadesh Anirudh Krishna Lakshmanan Anirudh Krishna Lakshmanan Muhammad Ilyas Muhammad Ilyas Tan Jun Yuan James

robot teleoperation computer vision visual inspection rgb color model +6 more

International Journal of Aerospace Engineering Published 2019-09-12
Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent Neural Networks (2019)

Ralf C. Staudemeyer Eric Rothstein Morris

recurrent neural network notation documentation artificial intelligence computer science +1 more

arXiv preprint arXiv:1909.09586 5 citations Published 2019-09-12
ResHNet: Spectrograms Based Efficient Heart Sounds Classification Using Stacked Residual Networks (2019)

Akshaya Balamurugan Sin G. Teo Jianxi Yang Zhongbo Peng Yang Xulei Zeng Zeng

heart sounds deep learning phonocardiogram spectrogram mel frequency cepstrum +6 more

2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) 1 citations Published 2019-09-12
Neural Population Coding for Effective Temporal Classification (2019)

Zihan Pan Jibin Wu Yansong Chua Malu Zhang Haizhou Li

spiking neural network linear classifier neural coding population support vector machine +6 more

arXiv preprint arXiv:1909.08018 2 citations Published 2019-09-12
Hierarchical multi-view aggregation network for sensor-based human activity recognition. (2019)

Xiheng Zhang Yongkang Wong Mohan S. Kankanhalli Weidong Geng

activity recognition deep learning pattern recognition computer science correlation +1 more

PLOS ONE 1 citations Published 2019-09-12
FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention (2019)

Vivek Kumar Singh Mohamed Abdel-Nasser Hatem A. Rashwan Farhan Akram Nidhi Pandey Alain Lalande Benoit Presles Santiago Romani Domenec Puig

segmentation kernel convolution sorensen dice coefficient channel +6 more

IEEE Access 3 citations Published 2019-09-11
Environmental and Human Data-Driven Model Based on Machine Learning for Prediction of Human Comfort (2019)

Fubing Mao Xin Zhou Ying Song

support vector machine hyperparameter optimization data driven mean squared error machine learning +6 more

IEEE Access Published 2019-09-11
Unsupervised Multi-source Domain Adaptation Driven by Deep Adversarial Ensemble Learning (2019)

Sayan Rakshit Biplab Banerjee Gemma Roig Subhasis Chaudhuri

ensemble learning feature vector complementarity machine learning multi source +6 more

German Conference on Pattern Recognition 2 citations Published 2019-09-10
TDPP-Net: Achieving three-dimensional path planning via a deep neural network architecture (2019)

Keyu Wu Mahdi Abolfazli Esfahani Shenghai Yuan Han Wang

convolutional neural network motion planning artificial neural network robot artificial intelligence +5 more

Neurocomputing 5 citations Published 2019-09-10
Range Image Based Point Cloud Colorization Using Conditional Generative Model (2019)

Jong-Uk Hou Baoquan Zhao Naushad Ansari Weisi Lin

generative model point cloud pixel computer vision computer science +4 more

2019 IEEE International Conference on Image Processing (ICIP) Published 2019-09-10
Localized Interactive Instance Segmentation. (2019)

Soumajit Majumder Angela Yao

segmentation pixel computer vision computer science weak localization +1 more

German Conference on Pattern Recognition Published 2019-09-10
Distributed learning consensus control based on neural networks for heterogeneous nonlinear multiagent systems (2019)

Dong Shen Chao Zhang Jian‐Xin Xu

artificial neural network multi agent system computer science artificial intelligence nonlinear system +2 more

International Journal of Robust and Nonlinear Control 5 citations Published 2019-09-10
Deep language-based critiquing for recommender systems (2019)

Ga Wu Kai Luo Scott Sanner Harold Soh

recommender system collaborative filtering deep learning information retrieval computer science +2 more

Proceedings of the 13th ACM Conference on Recommender Systems 8 citations Published 2019-09-10
Robust Multi-Modality Multi-Object Tracking (2019)

Wenwei Zhang Hui Zhou Shuyang Sun Zhe Wang Jianping Shi Chen Change Loy

video tracking adjacency list tracing point cloud computer vision +6 more

arXiv preprint arXiv:1909.03850 5 citations Published 2019-09-09
Machine learning for predicting thermodynamic properties of pure fluids and their mixtures (2019)

Yuanbin Liu Weixiang Hong Bingyang Cao

equation of state support vector machine complex systems molecular dynamics ternary operation +5 more

Energy 7 citations Published 2019-09-09
Enhancing Augmented VR Interaction via Egocentric Scene Analysis (2019)

Yang Tian Chi-Wing Fu Shengdong Zhao Ruihui Li Xiao Tang Xiaowei Hu Pheng-Ann Heng

virtual reality user interface human computer interaction affordance deep learning +5 more

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies archive 1 citations Published 2019-09-09
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks (2019)

Yaqin Zhou Shangqing Liu Jingkai Siow Xiaoning Du Yang Liu

source code software system f1 score semantics machine learning +6 more

arXiv preprint arXiv:1909.03496 Published 2019-09-08
Properties of invariant object recognition in human one-shot learning suggests a hierarchical architecture different from deep convolutional neural networks (2019)

Yena Han Gemma Roig Gemma Roig Gad Geiger Tomaso A Poggio

convolutional neural network one shot learning pattern recognition computer science architecture +2 more

Journal of Vision Published 2019-09-06
Explaining Scene-selective Visual Area Using Task-specific and Category-specific DNN Units (2019)

Kshitij Dwivedi Michael F Bonner Gemma Roig Gemma Roig

natural language processing computer science artificial intelligence category specific

Journal of Vision Published 2019-09-06
Ensemble Coding of Facial Attractiveness is Largely Driven by the High Spatial Frequency Information (2019)

Haojiang Ying Wenxuan Cheng Hong Xu

coding pattern recognition computer science artificial intelligence facial attractiveness +1 more

Journal of Vision Published 2019-09-06

Previous Next

Visual Inspection of the Aircraft Surface Using a Teleoperated Reconfigurable Climbing Robot and Enhanced Deep Learning Technique (2019)

Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent Neural Networks (2019)

ResHNet: Spectrograms Based Efficient Heart Sounds Classification Using Stacked Residual Networks (2019)

Neural Population Coding for Effective Temporal Classification (2019)

Hierarchical multi-view aggregation network for sensor-based human activity recognition. (2019)

FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention (2019)

Environmental and Human Data-Driven Model Based on Machine Learning for Prediction of Human Comfort (2019)

Unsupervised Multi-source Domain Adaptation Driven by Deep Adversarial Ensemble Learning (2019)

TDPP-Net: Achieving three-dimensional path planning via a deep neural network architecture (2019)

Range Image Based Point Cloud Colorization Using Conditional Generative Model (2019)

Localized Interactive Instance Segmentation. (2019)

Distributed learning consensus control based on neural networks for heterogeneous nonlinear multiagent systems (2019)

Deep language-based critiquing for recommender systems (2019)

Robust Multi-Modality Multi-Object Tracking (2019)

Machine learning for predicting thermodynamic properties of pure fluids and their mixtures (2019)

Enhancing Augmented VR Interaction via Egocentric Scene Analysis (2019)

Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks (2019)

Properties of invariant object recognition in human one-shot learning suggests a hierarchical architecture different from deep convolutional neural networks (2019)

Explaining Scene-selective Visual Area Using Task-specific and Category-specific DNN Units (2019)

Ensemble Coding of Facial Attractiveness is Largely Driven by the High Spatial Frequency Information (2019)