Publications - Machine Learning SG

Structured Bayesian learning for recovery of clustered sparse signal (2020)

Lu Wang Lifan Zhao Lei Yu Jingjing Wang Guoan Bi

bayesian inference probabilistic logic data structure hidden variable theory pattern recognition +4 more

Signal Processing 3 citations Published 2020-01-01
Streaming Complexity of SVMs. (2020)

Alexandr Andoni Collin Burns Yi Li Sepideh Mahabadi David P. Woodruff

support vector machine machine learning mathematics artificial intelligence

APPROX/RANDOM Published 2020-01-01
Stack-VS: Stacked Visual-Semantic Attention for Image Caption Generation (2020)

Ling Cheng Wei Wei Xianling Mao Yong Liu Chunyan Miao

feature extraction feature vector visualization semantics pattern recognition +5 more

IEEE Access Published 2020-01-01
Splitting Vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation. (2020)

Tianyi Zhang Guosheng Lin Weide Liu Jianfei Cai Alex C. Kot

segmentation pattern recognition computer science artificial intelligence merge

ECCV (22) 1 citations Published 2020-01-01
Spelling Correction Application with Damerau-Levenshtein Distance to Help Teachers Examine Typographical Error in Exam Test Scripts (2020)

Viny Christanti Mawardi Fendy Augusfian Jeanny Pragantha Stéphane Bressan

typographical error damerau levenshtein distance spelling test script sentence +6 more

E3S Web of Conferences Published 2020-01-01
Sparse signal shrinkage and outlier detection in high-dimensional quantile regression with variational Bayes (2020)

Daeyoung Lim Beomjo Park David Nott Xueou Wang Taeryon Choi

quantile regression bayes theorem shrinkage anomaly detection pattern recognition +3 more

Statistics and Its Interface 1 citations Published 2020-01-01
Soldering defect detection in automatic optical inspection (2020)

Wenting Dai Abdul Mujeeb Marius Erdt Alexei Sourin

active learning printed circuit board deep learning soldering computer hardware +5 more

Advanced Engineering Informatics 4 citations Published 2020-01-01
Smart Triboelectric Socks for Enabling Artificial Intelligence of Things (AIoT) Based Smart Home and Healthcare (2020)

Zixuan Zhang Tianyiyi He Minglu Zhu Qiongfeng Shi Chengkuo Lee

home automation socks bluetooth triboelectric effect wireless +5 more

2020 IEEE 33rd International Conference on Micro Electro Mechanical Systems (MEMS) Published 2020-01-01
Small traffic sign detection from large image (2020)

Zhigang Liu Dongyu Li Shuzhi Sam Ge Shuzhi Sam Ge Feng Tian

object detection convolutional neural network artificial neural network deconvolution convolution +6 more

Applied Intelligence 15 citations Published 2020-01-01
Sketch-Based Image Retrieval with Histogram of Oriented Gradients and Hierarchical Centroid Methods (2020)

Viny Christanti Mawardi Yoferen Yoferen Stéphane Bressan

content based image retrieval histogram of oriented gradients image retrieval canny edge detector digital image processing +6 more

E3S Web of Conferences Published 2020-01-01
Single-Image Dehazing via Compositional Adversarial Network. (2020)

Hongyuan Zhu Yi Cheng Xi Peng Joey Tianyi Zhou Zhao Kang Shijian Lu Zhiwen Fang Liyuan Li Joo-Hwee Lim

interpretability discriminator pattern recognition computer science accurate estimation +5 more

IEEE Transactions on Systems, Man, and Cybernetics 2 citations Published 2020-01-01
Sequence Prediction Using Spectral RNNs. (2020)

Moritz Wolter Jürgen Gall Angela Yao

pattern recognition computer science artificial intelligence sequence prediction

ICANN (1) Published 2020-01-01
Sentiment Forecasting in Dialog. (2020)

Zhongqing Wang Xiujun Zhu Yue Zhang Shoushan Li Guodong Zhou

dialog box natural language processing computer science artificial intelligence

COLING Published 2020-01-01
Semantic Role Labeling with Heterogeneous Syntactic Knowledge. (2020)

Qingrong Xia Rui Wang Zhenghua Li Yue Zhang Min Zhang

semantic role labeling syntax natural language processing computer science artificial intelligence

COLING Published 2020-01-01
Self-Supervised Relationship Probing. (2020)

Jiuxiang Gu Jason Kuen Shafiq R. Joty Jianfei Cai Vlad I. Morariu Handong Zhao Tong Sun

machine learning psychology artificial intelligence

Advances in Neural Information Processing Systems Published 2020-01-01
Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing. (2020)

Tongyao Pang Yuhui Quan Hui Ji

deep learning bayesian probability compressed sensing pattern recognition computer science +2 more

ECCV (11) Published 2020-01-01
SAR Analysis for Real Video Super- Resolution Improvement (2020)

Shi Li Xiaodiao Chen Steven Zhiying Zhou Wanbin Pan Yigang Wang

motion estimation motion blur real image ringing artifacts compression artifact +6 more

IEEE Access 1 citations Published 2020-01-01
RPN: A Residual Pooling Network for Efficient Federated Learning. (2020)

Anbu Huang Yuanyuan Chen Yang Liu Tianjian Chen Qiang Yang

pooling residual machine learning computer science artificial intelligence +1 more

ECAI Published 2020-01-01
Robust Source Counting and DOA Estimation Using Spatial Pseudo-Spectrum and Convolutional Neural Network (2020)

Thi Ngoc Tho Nguyen Woon-Seng Gan Rishabh Ranjan Douglas L. Jones

deep learning convolutional neural network artificial neural network reverberation smoothing +6 more

IEEE Transactions on Audio, Speech, and Language Processing Published 2020-01-01
Robust Predictive Models in Clinical Data—Random Forest and Support Vector Machines (2020)

Siqi Liu Hao Du Mengling Feng

support vector machine python random forest machine learning computer science +2 more

Published 2020-01-01

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Structured Bayesian learning for recovery of clustered sparse signal (2020)

Streaming Complexity of SVMs. (2020)

Stack-VS: Stacked Visual-Semantic Attention for Image Caption Generation (2020)

Splitting Vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation. (2020)

Spelling Correction Application with Damerau-Levenshtein Distance to Help Teachers Examine Typographical Error in Exam Test Scripts (2020)

Sparse signal shrinkage and outlier detection in high-dimensional quantile regression with variational Bayes (2020)

Soldering defect detection in automatic optical inspection (2020)

Smart Triboelectric Socks for Enabling Artificial Intelligence of Things (AIoT) Based Smart Home and Healthcare (2020)

Small traffic sign detection from large image (2020)

Sketch-Based Image Retrieval with Histogram of Oriented Gradients and Hierarchical Centroid Methods (2020)

Single-Image Dehazing via Compositional Adversarial Network. (2020)

Sequence Prediction Using Spectral RNNs. (2020)

Sentiment Forecasting in Dialog. (2020)

Semantic Role Labeling with Heterogeneous Syntactic Knowledge. (2020)

Self-Supervised Relationship Probing. (2020)

Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing. (2020)

SAR Analysis for Real Video Super- Resolution Improvement (2020)

RPN: A Residual Pooling Network for Efficient Federated Learning. (2020)

Robust Source Counting and DOA Estimation Using Spatial Pseudo-Spectrum and Convolutional Neural Network (2020)

Robust Predictive Models in Clinical Data—Random Forest and Support Vector Machines (2020)