Publications - Machine Learning SG

Human Interaction Learning on 3D Skeleton Point Clouds for Video Violence Recognition (2020)

Yukun Su Guosheng Lin Jinhui Zhu Qingyao Wu

point cloud computer science computer vision skeleton artificial intelligence +1 more

European Conference on Computer Vision Published 2020-08-23
Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories. (2020)

Sijie Ruan Zi Xiong Cheng Long Yiheng Chen Jie Bao Tianfu He Ruiyuan Li Shengnan Wu Zhongyuan Jiang Yu Zheng

inference computer science artificial intelligence

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining Published 2020-08-23
AMLN: Adversarial-Based Mutual Learning Network for Online Knowledge Distillation. (2020)

Xiaobing Zhang Shijian Lu Haigang Gong Zhipeng Luo Zhipeng Luo Ming Liu

adversarial system distillation computer science artificial intelligence mutual learning

European Conference on Computer Vision 1 citations Published 2020-08-23
Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation (2020)

Zhipeng Fan Jun Liu Yao Wang

pose monocular computer vision computer science artificial intelligence

European Conference on Computer Vision 1 citations Published 2020-08-23
PNEN: Pyramid Non-Local Enhanced Networks. (2020)

Feida Zhu Chaowei Fang Kai-Kuang Ma

pyramid smoothing image restoration image processing convolution +6 more

arXiv preprint arXiv:2008.09742 Published 2020-08-22
Detection of Computer Graphics Using Attention-Based Dual-Branch Convolutional Neural Network from Fused Color Components. (2020)

Peisong He Haoliang Li Hongxia Wang Ruimei Zhang

convolutional neural network computer graphics rgb color model robustness video game +6 more

Sensors 1 citations Published 2020-08-22
Weighted-persistent-homology-based machine learning for RNA flexibility analysis. (2020)

Chi Seng Pun Brandon Yung Sin Yong Kelin Xia

persistent homology computational model gaussian network model weight function pearson product moment correlation coefficient +6 more

PLOS ONE Published 2020-08-21
Meta-Transfer Learning through Hard Tasks. (2020)

Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele

transfer of learning artificial neural network overfitting artificial intelligence computer science +3 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 2 citations Published 2020-08-21
Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication. (2020)

Xu He Bo An Yanghua Li Haikai Chen Rundong Wang Xinrun Wang Runsheng Yu Xin Li Zhirong Wang

reinforcement learning web page solution concept game theory correlated equilibrium +5 more

arXiv preprint arXiv:2008.09369 Published 2020-08-21
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors (2020)

Zhiyuan Zha Xin Yuan Jiantao Zhou Ce Zhu Bihan Wen

image restoration deblurring external image sparse approximation mixture model +6 more

IEEE Transactions on Image Processing 6 citations Published 2020-08-21
A Unified Framework for Sparse Online Learning (2020)

Peilin Zhao Dayong Wang Pengcheng Wu Steven C. H. Hoi

computer science machine learning artificial intelligence online learning

ACM Transactions on Knowledge Discovery From Data Published 2020-08-21
Image Stitching and Rectification for Hand-Held Cameras (2020)

Bingbing Zhuang Quoc-Huy Tran

image stitching rolling shutter parallax homography computer vision +6 more

arXiv preprint arXiv:2008.09229 Published 2020-08-20
No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation (2020)

Baoliang Chen Haoliang Li Hongfei Fan Shiqi Wang

feature vector image quality ranking human visual system model convolutional neural network +6 more

arXiv preprint arXiv:2008.08561 Published 2020-08-19
No-reference Quality Assessment with Unsupervised Domain Adaptation (2020)

Baoliang Chen Haoliang Li Hongfei Fan Shiqi Wang

learning to rank feature vector ranking scene statistics convolutional neural network +6 more

arXiv preprint arXiv:2008.08561 Published 2020-08-19
Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks. (2020)

John Thomas Jing Jin Prasanth Thangavel Elham Bagheri Rajamanickam Yuvaraj Justin Dauwels Rahul Rathakrishnan Jonathan J. Halford Sydney S. Cash Brandon Westover

electroencephalography ictal deep learning convolutional neural network epilepsy +5 more

International Journal of Neural Systems 4 citations Published 2020-08-19
Zero-Shot Image Dehazing (2020)

Boyun Li Yuanbiao Gou Jerry Zitao Liu Hongyuan Zhu Joey Tianyi Zhou Xi Peng

source code artificial neural network computer vision inference data collection +6 more

IEEE Transactions on Image Processing 1 citations Published 2020-08-18
Knowledge based data boosting exposition on CNT-engineered carbon composites for machine learning (2020)

Sunil Chandrakant Joshi

boosting data quality synthetic data machine learning carbon fiber reinforced polymer +5 more

Advanced Composites and Hybrid Materials 1 citations Published 2020-08-18
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation (2020)

Van-Hoang Nguyen Kazunari Sugiyama Preslav Nakov Min-Yen Kan

graph transduction fang feature learning inference +6 more

arXiv preprint arXiv:2008.07939 1 citations Published 2020-08-18
AdaBoost Semiparametric Model Averaging Prediction for Multiple Categories (2020)

Jialiang Li Jing Lv Alan T. K. Wan Jun Liao

semiparametric model boosting adaboost parametric model smoothing +3 more

Journal of the American Statistical Association Published 2020-08-18
Procedural Generation of Roads with Conditional Generative Adversarial Networks. (2020)

Lin Ziwen Kelvin Anand Bhojan

adversarial system generative grammar computer science artificial intelligence procedural generation

ACM SIGGRAPH 2020 Posters Published 2020-08-17

Previous Next

Human Interaction Learning on 3D Skeleton Point Clouds for Video Violence Recognition (2020)

Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories. (2020)

AMLN: Adversarial-Based Mutual Learning Network for Online Knowledge Distillation. (2020)

Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation (2020)

PNEN: Pyramid Non-Local Enhanced Networks. (2020)

Detection of Computer Graphics Using Attention-Based Dual-Branch Convolutional Neural Network from Fused Color Components. (2020)

Weighted-persistent-homology-based machine learning for RNA flexibility analysis. (2020)

Meta-Transfer Learning through Hard Tasks. (2020)

Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication. (2020)

Image Restoration via Simultaneous Nonlocal Self-Similarity Priors (2020)

A Unified Framework for Sparse Online Learning (2020)

Image Stitching and Rectification for Hand-Held Cameras (2020)

No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation (2020)

No-reference Quality Assessment with Unsupervised Domain Adaptation (2020)

Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks. (2020)

Zero-Shot Image Dehazing (2020)

Knowledge based data boosting exposition on CNT-engineered carbon composites for machine learning (2020)

FANG: Leveraging Social Context for Fake News Detection Using Graph Representation (2020)

AdaBoost Semiparametric Model Averaging Prediction for Multiple Categories (2020)

Procedural Generation of Roads with Conditional Generative Adversarial Networks. (2020)