Publications - Machine Learning SG

Multilayer sensor network for information privacy (2017)

Xin He Wee Peng Tay

information privacy wireless sensor network weighting fusion center precoding +7 more

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 11 citations Published 2017-03-01
Incorporating intra-class variance to fine-grained visual recognition (2017)

Yan Em Feng Gag Yihang Lou Shiqi Wang Tiejun Huang Ling-Yu Duan

feature extraction discriminative model visualization pattern recognition sampling +5 more

2017 IEEE International Conference on Multimedia and Expo (ICME) 33 citations Published 2017-03-01
Development of a compact continuum tubular robotic system for nasopharyngeal biopsy (2017)

Liao Wu Shuang Song Keyu Wu Chwee Ming Lim Hongliang Ren

robotic arm teleoperation robotics haptic technology navigation system +6 more

Medical & Biological Engineering & Computing 34 citations Published 2017-03-01
Detail-Enhanced Multi-Scale Exposure Fusion (2017)

Zhengguo Li Zhe Wei Changyun Wen Jinghong Zheng

image fusion image processing composite image filter structure tensor algorithm design +6 more

IEEE Transactions on Image Processing 66 citations Published 2017-03-01
Deep Learning-Based Document Modeling for Personality Detection from Text (2017)

Navonil Majumder Soujanya Poria Alexander Gelbukh Erik Cambria

deep learning classifier convolutional neural network sentence artificial neural network +6 more

IEEE Intelligent Systems 275 citations Published 2017-03-01
Convolutional networks for voting-based anomaly classification in metal surface inspection (2017)

Vidhya Natarajan Tzu-Yi Hung Sriram Vaikundam Liang-Tien Chia

convolutional neural network feature extraction support vector machine overfitting artificial neural network +7 more

2017 IEEE International Conference on Industrial Technology (ICIT) 20 citations Published 2017-03-01
Asymmetrically Compressed Stereoscopic 3D Videos: Quality Assessment and Rate-Distortion Performance Evaluation (2017)

Jiheng Wang Shiqi Wang Zhou Wang

stereoscopic video coding multiview video coding video quality motion compensation video compression picture types +6 more

IEEE Transactions on Image Processing 21 citations Published 2017-03-01
A New Variational Method for Bias Correction and Its Applications to Rodent Brain Extraction (2017)

Huibin Chang Weimin Huang Chunlin Wu Su Huang Cuntai Guan Sakthivel Sekar Kishore Kumar Bhakoo Yuping Duan

regularization image processing voxel image segmentation piecewise +7 more

IEEE Transactions on Medical Imaging 16 citations Published 2017-03-01
A hybrid artificial bee colony algorithm for the job-shop scheduling problem with no-wait constraint (2017)

Shyam Sundar P. N. Suganthan Chua Tay Jin Cai Tian Xiang Chong Chin Soon

artificial bee colony algorithm job shop scheduling job shop swarm intelligence local search +6 more

soft computing 72 citations Published 2017-03-01
Visual Translation Embedding Network for Visual Relation Detection (2017)

Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua

object detection feature learning feature extraction natural language inference +5 more

arXiv preprint arXiv:1702.08319 51 citations Published 2017-02-27
Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis (2017)

Wenjun Sun Rui Zhao Ruqiang Yan Siyu Shao Xuefeng Chen

feature learning discriminative model artificial neural network robustness support vector machine +7 more

IEEE Transactions on Industrial Informatics 153 citations Published 2017-02-23
Adversarial examples for generative models (2017)

Jernej Kos Ian Fischer Dawn Song

generative model autoencoder deep learning mnist database classifier +6 more

arXiv preprint arXiv:1702.06832 43 citations Published 2017-02-22
A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks (Abstract Only) (2017)

Yixing Li Zichuan Liu Kai Xu Hao Yu Fengbo Ren

hardware acceleration throughput convolutional neural network field programmable gate array deep learning +6 more

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays 14 citations Published 2017-02-22
Continuous and unconstrained vital signs monitoring with ballistocardiogram sensors in headrest position (2017)

Ibrahim Sadek Jit Biswas Bessam Abdulrazak Zhang Haihong Mounir Mokhtari

sitting vital signs discrete wavelet transform massage multiresolution analysis +7 more

2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) 17 citations Published 2017-02-16
Objective Quality Assessment of Screen Content Images by Uncertainty Weighting (2017)

Yuming Fang Jiebin Yan Jiaying Liu Shiqi Wang Qiaohong Li Zongming Guo

weighting visualization feature extraction image segmentation computer vision +6 more

IEEE Transactions on Image Processing 62 citations Published 2017-02-15
DiAna, an ImageJ tool for object-based 3D co-localization and distance analysis (2017)

Jean-François Gilles Marc Dos Santos Thomas Boudier Thomas Boudier Susanne Bolte Nicolas Heck

image segmentation deconvolution computer vision plug in computer science +6 more

Methods 41 citations Published 2017-02-15
Human-robot mutual adaptation in collaborative tasks: Models and experiments. (2017)

Stefanos Nikolaidis David Hsu Siddhartha S. Srinivasa

robot human robot interaction artificial intelligence formalism engineering +2 more

The International Journal of Robotics Research 72 citations Published 2017-02-14
Environmental Sensors-Based Occupancy Estimation in Buildings via IHMM-MLR (2017)

Zhenghua Chen Qingchang Zhu Mustafa Khalid Masood Yeng Chai Soh

occupancy grid mapping hidden markov model statistical model occupancy gaussian +7 more

IEEE Transactions on Industrial Informatics 15 citations Published 2017-02-13
Distant Domain Transfer Learning (2017)

Ben Tan Yu Zhang Sinno Jialin Pan Qiang Yang

autoencoder transfer of learning deep learning contextual image classification artificial intelligence +4 more

Proceedings of the 31st AAAI Conference on Artificial Intelligence 96 citations Published 2017-02-13
What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM (2017)

Linmei Hu Juanzi Li Liqiang Nie Xiao-Li Li Chao Shao

machine learning computer science artificial intelligence sequential structure training set

Thirty-First AAAI Conference on Artificial Intelligence 24 citations Published 2017-02-12

Previous Next

Multilayer sensor network for information privacy (2017)

Incorporating intra-class variance to fine-grained visual recognition (2017)

Development of a compact continuum tubular robotic system for nasopharyngeal biopsy (2017)

Detail-Enhanced Multi-Scale Exposure Fusion (2017)

Deep Learning-Based Document Modeling for Personality Detection from Text (2017)

Convolutional networks for voting-based anomaly classification in metal surface inspection (2017)

Asymmetrically Compressed Stereoscopic 3D Videos: Quality Assessment and Rate-Distortion Performance Evaluation (2017)

A New Variational Method for Bias Correction and Its Applications to Rodent Brain Extraction (2017)

A hybrid artificial bee colony algorithm for the job-shop scheduling problem with no-wait constraint (2017)

Visual Translation Embedding Network for Visual Relation Detection (2017)

Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis (2017)

Adversarial examples for generative models (2017)

A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks (Abstract Only) (2017)

Continuous and unconstrained vital signs monitoring with ballistocardiogram sensors in headrest position (2017)

Objective Quality Assessment of Screen Content Images by Uncertainty Weighting (2017)

DiAna, an ImageJ tool for object-based 3D co-localization and distance analysis (2017)

Human-robot mutual adaptation in collaborative tasks: Models and experiments. (2017)

Environmental Sensors-Based Occupancy Estimation in Buildings via IHMM-MLR (2017)

Distant Domain Transfer Learning (2017)

What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM (2017)