Publications - Machine Learning SG

Exposure Interpolation by Combining Model-driven and Data-driven Methods (2019)

Chaobing Zheng Zhengguo Li Yi Yang Shiqian Wu

image processing interpolation deep learning convergence data driven +4 more

arXiv preprint arXiv:1905.03890 Published 2019-05-09
Automatic Plaque Segmentation in Coronary Optical Coherence Tomography Images (2019)

Huaqi Zhang Guanglei Wang Yan Li Feng Lin Yechen Han Hongrui Wang

optical coherence tomography segmentation convolutional neural network computer vision artificial intelligence +3 more

International Journal of Pattern Recognition and Artificial Intelligence 1 citations Published 2019-05-09
Parametric Hear through Equalization for Augmented Reality Audio (2019)

Rishabh Gupta Rishabh Ranjan Jianjun He Woon Seng Gan

headphones equalization adaptive filter filter direction of arrival +6 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Published 2019-05-08
Editorial: Special Issue on Deep Learning for Face Analysis (2019)

Chen Change Loy Xiaoming Liu Tae-Kyun Kim Fernando De la Torre Rama Chellappa

deep learning cognitive science computer science artificial intelligence face analysis

International Journal of Computer Vision 2 citations Published 2019-05-08
Driving Fatigue Classification Based on Fusion Entropy Analysis Combining EOG and EEG (2019)

Hongtao Wang Cong Wu Ting Li Yuebang He Peng Chen Anastasios Bezerianos

entropy approximate entropy sample entropy feature extraction support vector machine +6 more

IEEE Access 7 citations Published 2019-05-08
Deep Flow-Guided Video Inpainting (2019)

Rui Xu Xiaoxiao Li Bolei Zhou Chen Change Loy

inpainting optical flow rgb color model pixel coherence +6 more

arXiv preprint arXiv:1905.02884 2 citations Published 2019-05-08
Bootstrapped Policy Gradient for Difficulty Adaptation in Intelligent Tutoring Systems (2019)

Yaqian Zhang Wooi-Boon Goh

reinforcement learning convergence human in the loop artificial intelligence bootstrapping +5 more

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems Published 2019-05-08
Aspects of Transparency in Machine Learning (2019)

Martin Strobel

transparency public trust dilemma social choice theory computer science +2 more

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems 1 citations Published 2019-05-08
SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach. (2019)

Sajad Mousavi Fatemeh Afghah U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

deep learning convolutional neural network electroencephalography recurrent neural network artificial neural network +6 more

PLOS ONE 34 citations Published 2019-05-07
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks (2019)

Xintao Wang Kelvin C.K. Chan Ke Yu Chao Dong Chen Change Loy

deblurring computer vision pyramid computer science fuse +3 more

arXiv preprint arXiv:1905.02716 Published 2019-05-07
Detection of Real-world Fights in Surveillance Videos (2019)

Mauricio Perez Alex C. Kot Anderson Rocha

deep learning support vector machine machine learning computer science artificial intelligence +2 more

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 7 citations Published 2019-05-07
Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking (2019)

Lu Sheng Jianfei Cai Tat-Jen Cham Vladimir Pavlovic King Ngi Ngan

pose generative model robustness point cloud facial expression +6 more

arXiv preprint arXiv:1905.02114 Published 2019-05-06
Using Social Network Information in Community-Based Bayesian Truth Discovery (2019)

Jielong Yang Junshan Wang Wee Peng Tay

inference bayesian probability naive bayes classifier hidden markov model social network +6 more

IEEE Transactions on Signal and Information Processing over Networks 1 citations Published 2019-05-06
Towards a better video comparison: case study. (2019)

Atima Tharatipyakul Hyowon Lee

computer science machine learning artificial intelligence comparison case

Proceedings of Asian CHI Symposium 2019: Emerging HCI Research Collection 1 citations Published 2019-05-04
Deep Learning Algorithm to solve Portfolio Management with Proportional Transaction Cost (2019)

Weiwei Zhang Chao Zhou

feedforward neural network artificial neural network deep learning stochastic control curse of dimensionality +6 more

2019 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) Published 2019-05-04
Pedestrian Trajectory Prediction Using RNN Encoder-Decoder with Spatio-Temporal Attentions (2019)

Niraj Bhujel Eam Khwang Teoh Wei-Yun Yau

encoder deep learning recurrent neural network trajectory machine learning +6 more

2019 IEEE 5th International Conference on Mechatronics System and Robots (ICMSR) Published 2019-05-03
Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images (2019)

Hao Wang Doyen Sahoo Chenghao Liu Ee-peng Lim Steven C. H. Hoi

feature vector embedding open research machine learning computer science +6 more

arXiv preprint arXiv:1905.01273 5 citations Published 2019-05-03
Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation (2019)

Tianyi Zhang Guosheng Lin Jianfei Cai Tong Shen Chunhua Shen Alex C. Kot

image segmentation segmentation cognitive neuroscience of visual object recognition discriminative model semantics +6 more

IEEE Transactions on Multimedia 20 citations Published 2019-05-03
Autonomous RL: Autonomous Vehicle Obstacle Avoidance in a Dynamic Environment using MLP-SARSA Reinforcement Learning (2019)

C. S. Arvind J. Senthilnath

reinforcement learning obstacle avoidance q learning obstacle vehicle dynamics +5 more

2019 IEEE 5th International Conference on Mechatronics System and Robots (ICMSR) 2 citations Published 2019-05-03
SYSTEM AND METHOD FOR HEALTH CONDITION MONITORING (2019)

Lin Zhiping Yeo Yongkiang Zhang Jianmin Ser Wee Tai Yenpo

audio signal sound localization signal processing wearable computer qrs complex +5 more

Published 2019-05-02

Previous Next

Exposure Interpolation by Combining Model-driven and Data-driven Methods (2019)

Automatic Plaque Segmentation in Coronary Optical Coherence Tomography Images (2019)

Parametric Hear through Equalization for Augmented Reality Audio (2019)

Editorial: Special Issue on Deep Learning for Face Analysis (2019)

Driving Fatigue Classification Based on Fusion Entropy Analysis Combining EOG and EEG (2019)

Deep Flow-Guided Video Inpainting (2019)

Bootstrapped Policy Gradient for Difficulty Adaptation in Intelligent Tutoring Systems (2019)

Aspects of Transparency in Machine Learning (2019)

SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach. (2019)

EDVR: Video Restoration with Enhanced Deformable Convolutional Networks (2019)

Detection of Real-world Fights in Surveillance Videos (2019)

Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking (2019)

Using Social Network Information in Community-Based Bayesian Truth Discovery (2019)

Towards a better video comparison: case study. (2019)

Deep Learning Algorithm to solve Portfolio Management with Proportional Transaction Cost (2019)

Pedestrian Trajectory Prediction Using RNN Encoder-Decoder with Spatio-Temporal Attentions (2019)

Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images (2019)

Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation (2019)

Autonomous RL: Autonomous Vehicle Obstacle Avoidance in a Dynamic Environment using MLP-SARSA Reinforcement Learning (2019)

SYSTEM AND METHOD FOR HEALTH CONDITION MONITORING (2019)