Publications - Machine Learning SG

Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling (2020)

Dongbo Zhang Xuequan Lu Hong Qin Ying He

encoder point cloud deep learning filter algorithm +5 more

arXiv: Graphics Published 2020-02-14
Optimal Pricing of Internet of Things: A Machine Learning Approach (2020)

Mohammad Abu Alsheikh Dinh Thai Hoang Dusit Niyato Derek Leong Ping Wang Zhu Han

service provider service quality cooperative game theory computer science machine learning +5 more

arXiv preprint arXiv:2002.05929 Published 2020-02-14
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction (2020)

Huaizheng Zhang Linsen Dong Guanyu Gao Han Hu Yonggang Wen Kyle Guan

feature learning deep learning multimodal learning video quality convolutional neural network +6 more

IEEE Transactions on Multimedia 7 citations Published 2020-02-14
A Deep Segmentation Network of Multi-scale Feature Fusion based on Attention Mechanism for IVOCT Lumen Contour. (2020)

Chenxi Huang Yisha Lan Gaowei Xu Xiaojun Zhai Jipeng Wu Fan Lin Nianyin Zeng Qingqi Hong E. Y. K. Ng Yonghong Peng Fei Chen Guokai Zhang

segmentation feature extraction robustness vanishing gradient problem cross entropy +6 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 5 citations Published 2020-02-14
MLFcGAN: Multilevel Feature Fusion-Based Conditional GAN for Underwater Image Color Correction (2020)

Xiaodong Liu Zhi Gao Ben M. Chen

color correction feature extraction convolutional neural network image restoration pattern recognition +6 more

IEEE Geoscience and Remote Sensing Letters Published 2020-02-13
Real or Not Real, that is the Question (2020)

Yuanbo Xiangli Yubin Deng Bo Dai Chen Change Loy Dahua Lin

discriminator random variable machine learning computer science scratch +4 more

arXiv preprint arXiv:2002.05512 4 citations Published 2020-02-12
Predicting and elucidating the etiology of fatty liver disease using a machine learning-based approach: an IMI DIRECT study (2020)

Naeimeh Atabaki-Pasdar Mattias Ohlsson Mattias Ohlsson Ana Viñuela Ana Viñuela Francesca Frau Hugo Pomares-Millan Mark Haid Angus G Jones E Louise Thomas Robert W Koivula Robert W Koivula Azra Kurbasic Pascal M Mutie Hugo Fitipaldi Juan Fernandez Adem Y Dawed Giuseppe N Giordano Ian M Forgie Timothy J McDonald Femke Rutters Henna Cederberg Elizaveta Chabanova Matilda Dale Federico De Masi Cecilia Engel Thomas Kristine H Allin Kristine H Allin Tue H Hansen Alison Heggie Mun-Gwan Hong Petra Jm Elders Gwen Kennedy Tarja Kokkola Helle Krogh Pedersen Anubha Mahajan Donna McEvoy Francois Pattou Violeta Raverdy Ragna S Häussler Sapna Sharma Henrik S Thomsen Jagadish Vangipurapu Henrik Vestergaard Henrik Vestergaard Leen M ‘t Hart Leen M ‘t Hart Jerzy Adamski Jerzy Adamski Petra B Musholt Soren Brage Søren Brunak Søren Brunak Emmanouil Dermitzakis Emmanouil Dermitzakis Gary Frost Torben Hansen Torben Hansen Markku Laakso Oluf Pedersen Martin Ridderstråle Hartmut Ruetten Andrew T Hattersley Mark Walker Joline Wj Beulens Joline Wj Beulens Andrea Mari Jochen M Schwenk Ramneek Gupta Mark I McCarthy Ewan R Pearson Jimmy D Bell Imre Pavo Paul W Franks Paul W Franks Paul W Franks

fatty liver omics receiver operating characteristic confidence interval disease +6 more

medRxiv Published 2020-02-11
Identifying knot types of polymer conformations by machine learning (2020)

Olafs Vandans Kaiyuan Yang Zhongtao Wu Liang Dai

knot artificial neural network deep learning theoretical computer science computer science +2 more

Physical Review E 5 citations Published 2020-02-11
Watch out! Motion is Blurring the Vision of Your Deep Neural Networks (2020)

Qing Guo Felix Juefei-Xu Xiaofei Xie Lei Ma Jian Wang Bing Yu Wei Feng Yang Liu

object detection deblurring image processing kernel computer vision +6 more

arXiv: Computer Vision and Pattern Recognition 1 citations Published 2020-02-10
Five challenges in cloud-enabled intelligence and control (2020)

Tarek F. Abdelzaher Yifan Hao Kasthuri Jayarajah Archan Misra Per Skarin Shuochao Yao Dulanga Weerakoon Karl-Erik Årzén

cloud computing intelligent control multimedia robotics deep learning +3 more

ACM Transactions on Internet Technology 5 citations Published 2020-02-10
Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos (2020)

Junnan Li Jianquan Liu Yongkang Wong Shoji Nishimura Mohan Kankanhalli

computer vision omnidirectional antenna computer science action recognition artificial intelligence

arXiv preprint arXiv:2002.03266 Published 2020-02-09
GradMix: Multi-source Transfer across Domains and Tasks. (2020)

Junnan Li Ziwei Xu Yongkang Wong Qi Zhao Mohan Kankanhalli

transfer of learning learning rule gradient descent weighting multi source +6 more

arXiv preprint arXiv:2002.03264 1 citations Published 2020-02-09
McDPC: Multi‐center density peak clustering (2020)

Yizhang Wang Di Wang Xiaofeng Zhang Wei Pang Chunyan Miao Ah-Hwee Tan You Zhou

cluster analysis image segmentation facial recognition system data point pattern recognition +5 more

Neural Computing and Applications 4 citations Published 2020-02-07
Transfer Learning with Dynamic Distribution Adaptation (2020)

Jindong Wang Yiqiang Chen Wenjie Feng Han Yu Meiyu Huang Qiang Yang

transfer of learning deep learning kernel method machine learning computer science +2 more

ACM Transactions on Intelligent Systems and Technology 7 citations Published 2020-02-06
Spectral–Spatial Exploration for Hyperspectral Image Classification via the Fusion of Fully Convolutional Networks (2020)

Liang Zou Xingliang Zhu Changfeng Wu Yong Liu Lei Qu

convolutional neural network hyperspectral imaging information leakage pattern recognition computer science +4 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 1 citations Published 2020-02-05
Solving Raven's Progressive Matrices with Neural Networks (2020)

Tao Zhuo Mohan S. Kankanhalli

unsupervised learning artificial neural network supervised learning raven s progressive matrices intelligent agent +3 more

arXiv preprint arXiv:2002.01646 3 citations Published 2020-02-05
Online Passive-Aggressive Total-Error-Rate Minimization. (2020)

Se-In Jang

binary classification data set minification machine learning computer science +4 more

arXiv preprint arXiv:2002.01771 Published 2020-02-05
GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition. (2020)

Wenyang Hu Xiaocong Cai Jun Hou Shuai Yi Zhiping Lin

inference machine learning connectionism computer science artificial intelligence +2 more

arXiv: Computer Vision and Pattern Recognition Published 2020-02-04
Reinforcement Learning for Resource Allocation in Cognitive Radio Networks (2020)

Andres Kwasinski Wenbo Wang Fatemeh Shah Mohammadi

resource allocation reinforcement learning cooperative learning cognitive radio physical layer +3 more

Machine Learning for Future Wireless Communications 6 citations Published 2020-02-03
Persistent spectral based machine learning (PerSpect ML) for drug design (2020)

Zhenyu Meng Kelin Xia

persistent homology simplicial complex spectral graph theory betti number hypergraph +6 more

arXiv preprint arXiv:2002.00582 3 citations Published 2020-02-03

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Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling (2020)

Optimal Pricing of Internet of Things: A Machine Learning Approach (2020)

DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction (2020)

A Deep Segmentation Network of Multi-scale Feature Fusion based on Attention Mechanism for IVOCT Lumen Contour. (2020)

MLFcGAN: Multilevel Feature Fusion-Based Conditional GAN for Underwater Image Color Correction (2020)

Real or Not Real, that is the Question (2020)

Predicting and elucidating the etiology of fatty liver disease using a machine learning-based approach: an IMI DIRECT study (2020)

Identifying knot types of polymer conformations by machine learning (2020)

Watch out! Motion is Blurring the Vision of Your Deep Neural Networks (2020)

Five challenges in cloud-enabled intelligence and control (2020)

Weakly-Supervised Multi-Person Action Recognition in 360$^{\circ}$ Videos (2020)

GradMix: Multi-source Transfer across Domains and Tasks. (2020)

McDPC: Multi‐center density peak clustering (2020)

Transfer Learning with Dynamic Distribution Adaptation (2020)

Spectral–Spatial Exploration for Hyperspectral Image Classification via the Fusion of Fully Convolutional Networks (2020)

Solving Raven's Progressive Matrices with Neural Networks (2020)

Online Passive-Aggressive Total-Error-Rate Minimization. (2020)

GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition. (2020)

Reinforcement Learning for Resource Allocation in Cognitive Radio Networks (2020)

Persistent spectral based machine learning (PerSpect ML) for drug design (2020)