Publications - Machine Learning SG

Improving Layer-wise Adaptive Rate Methods using Trust Ratio Clipping. (2020)

Jeffrey Fong Siwei Chen Kaiqi Chen

deep learning artificial neural network contextual image classification extreme value theory machine learning +6 more

arXiv preprint arXiv:2011.13584 Published 2020-11-27
A Machine Learning Approach for the Automatic Estimation of Fixation-Time Data Signals’ Quality (2020)

Giulio Gabrieli Jan Paolo Macapinlac Balagtas Gianluca Esposito Peipei Setoh

eye tracking fixation preprocessor usable machine learning +5 more

Sensors Published 2020-11-27
MTCRNN: A multi-scale RNN for directed audio texture synthesis. (2020)

Muhammad Huzaifah Lonce Wyse

recurrent neural network texture synthesis pattern recognition abstraction computer science +2 more

arXiv preprint arXiv:2011.12596 Published 2020-11-25
Adaptive Transfer Learning of Cross-Spatiotemporal Canonical Correlation Analysis for Plant-Wide Process Monitoring (2020)

Hongchao Cheng Hongchao Cheng Yiqi Liu Daoping Huang Yongping Pan Qilin Wang

canonical correlation transfer of learning popularity machine learning computer science +4 more

Industrial & Engineering Chemistry Research Published 2020-11-25
Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model (2020)

Juntao Li Juntao Li Ruidan He Hai Ye Hwee Tou Ng Lidong Bing Rui Yan

language model source code mutual information natural language processing computer science +5 more

arXiv preprint arXiv:2011.11499 Published 2020-11-23
Machine learning integrated design for additive manufacturing (2020)

Jingchao Jiang Yi Xiong Zhiyuan Zhang David W. Rosen David W. Rosen

surrogate model integrated design artificial neural network image processing machine learning +6 more

Journal of Intelligent Manufacturing 1 citations Published 2020-11-23
Effect Evaluation of Spatial Characteristics on Map Matching-Based Indoor Positioning. (2020)

Shuaiwei Luo Fuqiang Gu Fan Xu Jianga Shang

map matching spatial analysis hidden markov model particle filter proper map +3 more

Sensors Published 2020-11-23
Fairness-guided SMT-based Rectification of Decision Trees and Random Forests. (2020)

Jiang Zhang Ivan Beschastnikh Sergey Mechtaev Abhik Roychoudhury

random forest decision tree satisfiability modulo theories soundness completeness +5 more

arXiv preprint arXiv:2011.11001 Published 2020-11-22
Neural Network iLQR: A New Reinforcement Learning Architecture. (2020)

Zilong Cheng Jun Ma Xiaoxue Zhang Frank L. Lewis Tong Heng Lee

reinforcement learning artificial neural network system model linear quadratic regulator systems modeling +5 more

arXiv preprint arXiv:2011.10737 1 citations Published 2020-11-21
Towards Building a Robust and Fair Federated Learning System. (2020)

Xinyi Xu Lingjuan Lyu

robustness reputation computer science machine learning safeguard +5 more

arXiv preprint arXiv:2011.10464 1 citations Published 2020-11-20
Identity-sensitive loss guided and instance feature boosted deep embedding for person search (2020)

Wei Shi Hong Liu Mengyuan Liu Mengyuan Liu

boosting discriminative model embedding pattern recognition computer science +1 more

Neurocomputing Published 2020-11-20
Persuasive Dialogue Understanding: the Baselines and Negative Results (2020)

Hui Chen Deepanway Ghosal Navonil Majumder Amir Hussain Soujanya Poria

conditional random field transformer named entity recognition recurrent neural network convolutional neural network +6 more

arXiv preprint arXiv:2011.09954 Published 2020-11-19
Training Lightweight yet Competent Network via Transferring Complementary Features (2020)

Xiaobing Zhang Shijian Lu Haigang Gong Minghui Liu Ming Liu

contextual image classification discriminative model transfer of learning machine learning computer science +6 more

International Conference on Neural Information Processing Published 2020-11-18
Oblique Random Forests on Residual Network Features. (2020)

Wen Xin Cheng Ponnuthurai N. Suganthan Rakesh Katuwal

random forest residual feature extraction convolutional neural network oblique case +6 more

International Conference on Neural Information Processing Published 2020-11-18
Modeling of Multilayer Multicontent Latent Tree and Its Applications (2020)

Chia-Yu Lin Yu-Fang Chiu Li-Chun Wang Dusit Niyato

graphical model hierarchical clustering decision tree model probabilistic logic recommender system +4 more

IEEE Transactions on Computational Social Systems Published 2020-11-18
Machine learning to determine relative contribution of modifiable and non-modifiable risk factors of major eye diseases. (2020)

Simon Nusinovici Liang Zhang Xiaoran Chai Lei Zhou Yih Chung Tham Caroline Vasseneix Shivani Majithia Charumathi Sabanayagam Tien Yin Wong Tien Yin Wong Ching Yu Cheng

risk factor population diabetic retinopathy body mass index retinopathy +6 more

British Journal of Ophthalmology Published 2020-11-18
Low-Dose CT Image Blind Denoising with Graph Convolutional Networks (2020)

Kecheng Chen Xiaorong Pu Yazhou Ren Hang Qiu Haoliang Li Jiayu Sun

convolutional neural network noise reduction shot noise pattern recognition computer science +6 more

International Conference on Neural Information Processing Published 2020-11-18
Difficulty Within Deep Learning Object-Recognition Due to Object Variance (2020)

Qianhui Althea Liang Tai Fong Wan

categorization deep learning visual objects cognitive neuroscience of visual object recognition multiple time dimensions +6 more

International Conference on Neural Information Processing Published 2020-11-18
Adaptive Ensemble Variants of Random Vector Functional Link Networks (2020)

Minghui Hu Qiushi Shi Ponnuthurai N. Suganthan Muhammad Tanveer

multivariate random variable pattern recognition computer science artificial intelligence deep neural networks

ICONIP (5) Published 2020-11-18
HelipadCat: Categorised Helipad Image Dataset and Detection Method (2020)

Jonas Bitoun Stefan Winkler

pattern recognition computer science artificial intelligence

2020 IEEE REGION 10 CONFERENCE (TENCON) Published 2020-11-16

Previous Next

Improving Layer-wise Adaptive Rate Methods using Trust Ratio Clipping. (2020)

A Machine Learning Approach for the Automatic Estimation of Fixation-Time Data Signals’ Quality (2020)

MTCRNN: A multi-scale RNN for directed audio texture synthesis. (2020)

Adaptive Transfer Learning of Cross-Spatiotemporal Canonical Correlation Analysis for Plant-Wide Process Monitoring (2020)

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model (2020)

Machine learning integrated design for additive manufacturing (2020)

Effect Evaluation of Spatial Characteristics on Map Matching-Based Indoor Positioning. (2020)

Fairness-guided SMT-based Rectification of Decision Trees and Random Forests. (2020)

Neural Network iLQR: A New Reinforcement Learning Architecture. (2020)

Towards Building a Robust and Fair Federated Learning System. (2020)

Identity-sensitive loss guided and instance feature boosted deep embedding for person search (2020)

Persuasive Dialogue Understanding: the Baselines and Negative Results (2020)

Training Lightweight yet Competent Network via Transferring Complementary Features (2020)

Oblique Random Forests on Residual Network Features. (2020)

Modeling of Multilayer Multicontent Latent Tree and Its Applications (2020)

Machine learning to determine relative contribution of modifiable and non-modifiable risk factors of major eye diseases. (2020)

Low-Dose CT Image Blind Denoising with Graph Convolutional Networks (2020)

Difficulty Within Deep Learning Object-Recognition Due to Object Variance (2020)

Adaptive Ensemble Variants of Random Vector Functional Link Networks (2020)

HelipadCat: Categorised Helipad Image Dataset and Detection Method (2020)