Publications - Machine Learning SG

Learning to Assemble Neural Module Tree Networks for Visual Grounding (2019)

Daqing Liu Hanwang Zhang Zheng-Jun Zha Feng Wu

visual reasoning parsing tree network natural language artificial neural network +5 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 62 citations Published 2019-10-01
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. (2019)

Kin Wai Cheuk B T Balamurali Gemma Roig Dorien Herremans

speaker recognition artificial neural network pattern recognition computation computer science +6 more

arXiv preprint arXiv:1910.01463 Published 2019-10-01
Large scale product search with spatial quantization and deep ranking (2019)

Shuhan Qi Zawlin Kyaw Xuan Wang Zoe Lin Jiang Jian Guan

learning to rank spatial analysis quantization discriminative model deep learning +7 more

Multimedia Tools and Applications Published 2019-10-01
Knowledge-based multimodal information fusion for role recognition and situation assessment by using mobile robot (2019)

Chule Yang Danwei Wang Yijie Zeng Yufeng Yue Prarinya Siritanawan Prarinya Siritanawan

mobile robot inference situation analysis probabilistic logic robustness +5 more

Information Fusion 2 citations Published 2019-10-01
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations. (2019)

Christian Hadiwinoto Hwee Tou Ng Wee Chung Gan

question answering sentiment analysis named entity recognition natural language processing source code +3 more

arXiv preprint arXiv:1910.00194 1 citations Published 2019-10-01
Hybrid data-driven vigilance model in traffic control center using eye-tracking data and context data (2019)

Fan Li Ching-Hung Lee Chun-Hsien Chen Li Pheng Khoo

vigilance eye tracking data loss eye movement machine learning +6 more

Advanced Engineering Informatics 9 citations Published 2019-10-01
Hierarchical Encoding of Sequential Data With Compact and Sub-Linear Storage Cost (2019)

Huu Le Ming Xu Tuan Hoang Michael Milford

scalability nearest neighbor search simultaneous localization and mapping encoding search engine indexing +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) Published 2019-10-01
Gait classification for Parkinson's Disease using Stacked 2D and 1D Convolutional Neural Network (2019)

Ngoc Son Hoang Yutian Cai Chien-Wei Lee Youheng Ou Yang Chee-Kong Chui Matthew Chin Heng Chua

convolutional neural network gait normalization parkinson s disease pattern recognition +5 more

2019 International Conference on Advanced Technologies for Communications (ATC) 1 citations Published 2019-10-01
Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification (2019)

He Lingxiao Yinggang Wang Wu Liu He Zhao Zhenan Sun Jiashi Feng

pyramid feature extraction iterative reconstruction pattern recognition pooling +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 14 citations Published 2019-10-01
Finding Hidden Shrines using AR and Clustering Techniques (2019)

Liu Jihao Bryan Owen Noel Newton Fernando Sujatha Arundathi Meegama Hedren Sum Wai Yuan Muhammad Faisal Bin Husni

augmented reality cluster analysis convex hull computer vision computer science +2 more

2019 International Conference on Cyberworlds (CW) Published 2019-10-01
Field‐aligned Quadrangulation for Image Vectorization (2019)

Guangshun Wei Yuanfeng Zhou Xifeng Gao Qian Ma Shiqing Xin Ying He

vectorization image processing computer vision computer science artificial intelligence

Computer Graphics Forum 1 citations Published 2019-10-01
Fast Computation of Content-Sensitive Superpixels and Supervoxels Using Q-Distances (2019)

Zipeng Ye Ran Yi Minjing Yu Yong-Jin Liu Ying He

centroidal voronoi tessellation geodesic distance approximation algorithm tessellation +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) Published 2019-10-01
Facial expression classification using salient pattern driven integrated geometric and textual features (2019)

Ruiqi Li Jing Tian Matthew Chin Heng Chua

feature extraction facial expression discriminative model salient pattern recognition +6 more

Multimedia Tools and Applications 4 citations Published 2019-10-01
Exploring the Power – Prediction Accuracy Trade-Off in a Deep Learning Neural Network using Wide Compliance RRAM Device (2019)

Nagaraj Lakshmana Prabhu Desmond Loy Jia Jun Putu Andhita Dananjaya Eng Huat Toh Wen Siang Lew Nagarajan Raghavan

deep learning artificial neural network convolutional neural network floating point lookup table +6 more

2019 8th International Symposium on Next Generation Electronics (ISNE) Published 2019-10-01
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks (2019)

Yujun Cai Liuhao Ge Jun Liu Jianfei Cai Tat-Jen Cham Junsong Yuan Nadia Magnenat Thalmann

3d pose estimation pose domain knowledge kernel network architecture +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 56 citations Published 2019-10-01
End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration (2019)

Zichen Chen Budhitama Subagdja Ah-Hwee Tan

reinforcement learning convolutional neural network robot robotics task analysis +5 more

2019 IEEE International Conference on Agents (ICA) 1 citations Published 2019-10-01
EEG-Based Cross-Subject Mental Fatigue Recognition (2019)

Yisi Liu Zirui Lan Jian Cui Olga Sourina Wolfgang Muller-Wittig

classifier feature extraction electroencephalography pattern recognition effects of sleep deprivation on cognitive performance +6 more

2019 International Conference on Cyberworlds (CW) 2 citations Published 2019-10-01
EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery (2019)

Neethu Robinson Seong-Whan Lee Cuntai Guan

deep learning convolutional neural network brain computer interface motor imagery electroencephalography +6 more

2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) 4 citations Published 2019-10-01
Dynamic Power Control for NOMA Transmissions in Wireless Caching Networks (2019)

Yaru Fu Wanli Wen Zhongyuan Zhao Tony Q. S. Quek Shi Jin Fu-Chun Zheng

power control transmission delay wireless channel noma +6 more

IEEE Wireless Communications Letters 9 citations Published 2019-10-01
Discriminative Feature Transformation for Occluded Pedestrian Detection (2019)

Chunluan Zhou Ming Yang Junsong Yuan

pedestrian detection feature extraction feature vector discriminative model centroid +6 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 15 citations Published 2019-10-01

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Learning to Assemble Neural Module Tree Networks for Visual Grounding (2019)

Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. (2019)

Large scale product search with spatial quantization and deep ranking (2019)

Knowledge-based multimodal information fusion for role recognition and situation assessment by using mobile robot (2019)

Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations. (2019)

Hybrid data-driven vigilance model in traffic control center using eye-tracking data and context data (2019)

Hierarchical Encoding of Sequential Data With Compact and Sub-Linear Storage Cost (2019)

Gait classification for Parkinson's Disease using Stacked 2D and 1D Convolutional Neural Network (2019)

Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification (2019)

Finding Hidden Shrines using AR and Clustering Techniques (2019)

Field‐aligned Quadrangulation for Image Vectorization (2019)

Fast Computation of Content-Sensitive Superpixels and Supervoxels Using Q-Distances (2019)

Facial expression classification using salient pattern driven integrated geometric and textual features (2019)

Exploring the Power – Prediction Accuracy Trade-Off in a Deep Learning Neural Network using Wide Compliance RRAM Device (2019)

Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks (2019)

End-to-end Deep Reinforcement Learning for Multi-agent Collaborative Exploration (2019)

EEG-Based Cross-Subject Mental Fatigue Recognition (2019)

EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery (2019)

Dynamic Power Control for NOMA Transmissions in Wireless Caching Networks (2019)

Discriminative Feature Transformation for Occluded Pedestrian Detection (2019)