Publications - Machine Learning SG

Deep and Wide Feature based Extreme Learning Machine for Image Classification (2020)

Yuanyuan Qing Yijie Zeng Yue Li Guang-Bin Huang

feature extraction extreme learning machine overfitting convolutional neural network support vector machine +6 more

Neurocomputing 1 citations Published 2020-07-06
Automated Dimensional Extraction Of Different Regions Using Single Monocular Camera In Pseudo-Stereo Configuration (2020)

Denzel Lee Jingmin Liu Shawndy Michael Lee Shaohui Foong

pinhole camera model image segmentation convolution computer vision linear actuator +6 more

2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Published 2020-07-06
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation (2020)

Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang

segmentation feature vector machine learning backpropagation entropy +5 more

arXiv preprint arXiv:2007.02424 4 citations Published 2020-07-05
Single Image Brightening via Multi-Scale Exposure Fusion with Hybrid Learning (2020)

Chaobing Zheng Zhengguo Li Yi Yang Shiqian Wu

motion blur virtual image convolutional neural network ground truth computer vision +6 more

arXiv: Computer Vision and Pattern Recognition Published 2020-07-04
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition (2020)

Hengguan Huang Fuzhao Xue Hao Wang Ye Wang

relational database deep learning percept probabilistic logic speech recognition +6 more

arXiv preprint arXiv:2007.02126 Published 2020-07-04
Deep Bilateral Retinex for Low-Light Image Enhancement. (2020)

Jinxiu Liang Yong Xu Yuhui Quan Jingwen Wang Haibin Ling Hui Ji

distortion color constancy visibility deep learning artificial neural network +6 more

arXiv preprint arXiv:2007.02018 Published 2020-07-04
Multiple Expert Brainstorming for Domain Adaptive Person Re-identification (2020)

Yunpeng Zhai Qixiang Ye Shijian Lu Mengxi Jia Rongrong Ji Yonghong Tian

ensemble learning brainstorming machine learning computer science regularization +3 more

arXiv preprint arXiv:2007.01546 1 citations Published 2020-07-03
Image Restoration Using Joint Patch-Group-Based Sparse Representation (2020)

Zhiyuan Zha Xin Yuan Bihan Wen Jiachao Zhang Jiantao Zhou Ce Zhu

sparse approximation image restoration image processing inpainting visual artifact +6 more

IEEE Transactions on Image Processing 9 citations Published 2020-07-03
Constant‐Q magnitude–phase coefficients extraction for synthetic speech detection (2020)

Jichen Yang Pei Lin Qianhua He

discrete cosine transform voice activity detection resampling discriminative model principal component analysis +6 more

IET Biometrics Published 2020-07-03
Unsupervised Word Translation with Adversarial Autoencoder (2020)

Tasnim Mohiuddin Shafiq R. Joty

autoencoder machine translation transfer of learning natural language processing adversarial system +2 more

Computational Linguistics 3 citations Published 2020-07-02
PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding (2020)

Kanish Garg Ajeet kumar Singh Dorien Herremans Brejesh Lall

pattern recognition discriminator perception computer science architecture +4 more

arXiv: Computer Vision and Pattern Recognition Published 2020-07-02
NeuroGIFT: Using a Machine Learning Based Sat Solver for Cryptanalysis (2020)

Ling Sun David Gerault Adrien Benamira Thomas Peyrin

block cipher differential cryptanalysis cryptanalysis boolean satisfiability problem artificial neural network +6 more

International Symposium on Cyber Security Cryptography and Machine Learning Published 2020-07-02
Feature Selection by Canonical Correlation Search in High-Dimensional Multiresponse Models With Complex Group Structures (2020)

Shan Luo Zehua Chen

feature selection canonical correlation covariate pattern recognition mathematics +3 more

Journal of the American Statistical Association Published 2020-07-02
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences (2020)

Yi Tay Donovan Ong Jie Fu Alvin Chan Nancy Chen Anh Tuan Luu Chris Pal

natural language understanding social preferences voting natural language processing computer science +4 more

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics 1 citations Published 2020-07-01
When you can't see the koalas for the trees: Using drones and machine learning in complex environments (2020)

Grant Hamilton Evangeline Corcoran Simon Denman Molly Ellis Hennekam Molly Ellis Hennekam Lian Pin Koh Lian Pin Koh

drone abundance estimation computer science machine learning artificial intelligence

Biological Conservation 2 citations Published 2020-07-01
Weighted Transfer Learning of Dynamic Time Warped Data for Motor Imagery based Brain Computer Interfaces (2020)

Joshua Giles Kai Keng Ang Lyudmila Mihaylova Mahnaz Arvaneh

dynamic time warping transfer of learning kullback leibler divergence brain computer interface motor imagery +6 more

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Published 2020-07-01
Unsupervised Learning of Disentangled Location Embeddings (2020)

Kun Ouyang Yuxuan Liang Ye Liu David S. Rosenblum Wenzhuo Yang

unsupervised learning conflation semantics embedding machine learning +6 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01
Understanding Attention for Text Classification (2020)

Xiaobing Sun Wei Lu

interpretability security token natural language processing computer science artificial intelligence +1 more

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics 3 citations Published 2020-07-01
Understanding and optimization of thin film nanocomposite membranes for reverse osmosis with machine learning (2020)

Chester Su Hern Yeo Qian Xie Qian Xie Xiaonan Wang Sui Zhang

membrane reverse osmosis desalination nanocomposite porous medium +6 more

Journal of Membrane Science 2 citations Published 2020-07-01
Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching. (2020)

Hanyuan Zhang Xingyu Zhang Qize Jiang Baihua Zheng Zhenbang Sun Weiwei Sun Changhu Wang

optimal matching similarity learning trajectory pattern recognition computer science +1 more

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Published 2020-07-01

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Deep and Wide Feature based Extreme Learning Machine for Image Classification (2020)

Automated Dimensional Extraction Of Different Regions Using Single Monocular Camera In Pseudo-Stereo Configuration (2020)

Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation (2020)

Single Image Brightening via Multi-Scale Exposure Fusion with Hybrid Learning (2020)

Deep Graph Random Process for Relational-Thinking-Based Speech Recognition (2020)

Deep Bilateral Retinex for Low-Light Image Enhancement. (2020)

Multiple Expert Brainstorming for Domain Adaptive Person Re-identification (2020)

Image Restoration Using Joint Patch-Group-Based Sparse Representation (2020)

Constant‐Q magnitude–phase coefficients extraction for synthetic speech detection (2020)

Unsupervised Word Translation with Adversarial Autoencoder (2020)

PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding (2020)

NeuroGIFT: Using a Machine Learning Based Sat Solver for Cryptanalysis (2020)

Feature Selection by Canonical Correlation Search in High-Dimensional Multiresponse Models With Complex Group Structures (2020)

Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences (2020)

When you can't see the koalas for the trees: Using drones and machine learning in complex environments (2020)

Weighted Transfer Learning of Dynamic Time Warped Data for Motor Imagery based Brain Computer Interfaces (2020)

Unsupervised Learning of Disentangled Location Embeddings (2020)

Understanding Attention for Text Classification (2020)

Understanding and optimization of thin film nanocomposite membranes for reverse osmosis with machine learning (2020)

Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching. (2020)