Publications - Machine Learning SG

Forecasting the number of firefighter interventions per region with local-differential-privacy-based data (2020)

Héber Hwang Arcolezi Jean-François Couchot Selene Cerna Christophe Guyeux Guillaume Royer Bechara al Bouna Xiaokui Xiao

differential privacy population supervised learning synthetic data machine learning +6 more

Computers & Security 2 citations Published 2020-09-01
Fine-Grained Multi-human Parsing (2020)

Jian Zhao Jian Zhao Jianshu Li Hengzhu Liu Shuicheng Yan Jiashi Feng

parsing cluster analysis pose salience natural language processing +6 more

International Journal of Computer Vision 1 citations Published 2020-09-01
Efficient Classification via Partial Co-Training for Virtual Metrology (2020)

Cuong Nguyen Xin Li Shawn Blanton Xiang Li

virtual metrology overfitting semi supervised learning bayesian inference co training +6 more

2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) Published 2020-09-01
EEG-based Recognition of Driver State Related to Situation Awareness Using Graph Convolutional Networks (2020)

Ruilin Li Zirui Lan Jian Cui Olga Sourina Lipo Wang

deep learning adjacency matrix euclidean distance electroencephalography pattern recognition +6 more

2020 International Conference on Cyberworlds (CW) Published 2020-09-01
Deep multi-person kinship matching and recognition for family photos (2020)

Mengyin Wang Xiangbo Shu Jiashi Feng Xun Wang Jinhui Tang

kinship conditional random field discriminative model pairwise comparison family tree +6 more

Pattern Recognition Published 2020-09-01
Deep Learning–Based Enhancement of Motion Blurred UAV Concrete Crack Images (2020)

Yiqing Liu Justin K. W. Yeoh David K. H. Chua

facade deep learning computer vision computer science artificial intelligence +2 more

Journal of Computing in Civil Engineering 1 citations Published 2020-09-01
Deep learning architecture "LightOCT" for diagnostic decision support using optical coherence tomography images of biological samples. (2020)

Ankit Butola Dilip K Prasad Azeem Ahmad Vishesh Dubey Darakhshan Qaiser Anurag Srivastava Paramasivam Senthilkumaran Balpreet Singh Ahluwalia Dalip Singh Mehta

optical coherence tomography deep learning convolutional neural network drusen transfer of learning +6 more

Biomedical Optics Express Published 2020-09-01
Cross-scale generative adversarial network for crowd density estimation from images (2020)

Gaowei Zhang Yue Pan Limao Zhang Robert Lee Kong Tiong

feature extraction counting process ground truth computational complexity theory pattern recognition +6 more

Engineering Applications of Artificial Intelligence 2 citations Published 2020-09-01
Corrigendum to "Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review." J Affect Disord. 241 (2018) 519-532. (2020)

Yena Lee Renee-Marie Ragguett Rodrigo B. Mansur Justin J. Boutilier Joshua D. Rosenblat Alisson Trevizol Elisa Brietzke Kangguang Lin Zihang Pan Mehala Subramaniapillai Timothy C.Y. Chan Dominika Fus Caroline Park Natalie Musial Hannah Zuckerman Vincent Chin-Hung Chen Roger Ho Carola Rong Roger S. McIntyre

regret medline meta analysis published erratum data point +3 more

Journal of Affective Disorders Published 2020-09-01
Bypassing Backdoor Detection Algorithms in Deep Learning (2020)

Te Juin Lester Tan Reza Shokri

backdoor deep learning computer science algorithm adversary +6 more

2020 IEEE European Symposium on Security and Privacy (EuroS&P) 5 citations Published 2020-09-01
Artificial intelligence for diabetic retinopathy screening, prediction and management. (2020)

Dinesh V. Gunasekeran Dinesh V. Gunasekeran Daniel S.W. Ting Daniel S.W. Ting Gavin S.W. Tan Gavin S.W. Tan Tien Y. Wong Tien Y. Wong

diabetic retinopathy telehealth digital health health care applications of artificial intelligence +5 more

Current Opinion in Ophthalmology 3 citations Published 2020-09-01
An Event-Driven Categorization Model for AER Image Sensors Using Multispike Encoding and Learning (2020)

Rong Xiao Huajin Tang Yuhao Ma Rui Yan Garrick Orchard

mnist database spiking neural network learning rule feature extraction cognitive neuroscience of visual object recognition +6 more

IEEE Transactions on Neural Networks 5 citations Published 2020-09-01
An Empirical Study of the Dependency Networks of Deep Learning Libraries (2020)

Junxiao Han Shuiguang Deng David Lo Chen Zhi Jianwei Yin Xin Xia

theano deep learning empirical research data science exploratory research +4 more

2020 IEEE International Conference on Software Maintenance and Evolution (ICSME) 1 citations Published 2020-09-01
A portrait photo-to-tattoo transform based on digital tattooing (2020)

Xingpeng Xu Wojciech Michal Matkowski Adams Wai Kin Kong

portrait image processing facial expression computer vision computer science +4 more

Multimedia Tools and Applications Published 2020-09-01
SocCogCom at SemEval-2020 Task 11: Characterizing and Detecting Propaganda using Sentence-Level Emotional Salience Features (2020)

Gangeshwar Krishnamurthy Raj Kumar Gupta Yinping Yang

propaganda techniques sentence salience sadness semeval +6 more

arXiv preprint arXiv:2008.13012 Published 2020-08-29
Modulating Scalable Gaussian Processes for Expressive Statistical Learning. (2020)

Haitao Liu Yew-Soon Ong Xiaomo Jiang Xiaofang Wang

gaussian process gaussian marginal likelihood artificial neural network latent variable +6 more

arXiv preprint arXiv:2008.12922 Published 2020-08-29
Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection. (2020)

Yang Chen Nami Ashizawa Seanglidet Yean Chai Kiat Yeo Naoto Yanai

intrusion detection system autoencoder self organizing map mixture model f1 score +5 more

arXiv preprint arXiv:2008.12686 Published 2020-08-28
Hierarchical Eye-Tracking Data Analytics for Human Fatigue Detection at a Traffic Control Center (2020)

Fan Li Chun-Hsien Chen Gangyan Xu Li-Pheng Khoo

eye tracking data quality data analysis data integrity interpolation +6 more

IEEE Transactions on Human-Machine Systems Published 2020-08-28
Artificial Intelligence and the Limits of Legal Personality (2020)

Simon Chesterman

credence natural person intellectual property autonomy corporation +5 more

International and Comparative Law Quarterly Published 2020-08-28
Collaborative Fairness in Federated Learning (2020)

Lingjuan Lyu Xinyi Xu Qian Wang

overfitting generalizability theory deep learning reputation machine learning +3 more

arXiv preprint arXiv:2008.12161 4 citations Published 2020-08-27

Previous Next

Forecasting the number of firefighter interventions per region with local-differential-privacy-based data (2020)

Fine-Grained Multi-human Parsing (2020)

Efficient Classification via Partial Co-Training for Virtual Metrology (2020)

EEG-based Recognition of Driver State Related to Situation Awareness Using Graph Convolutional Networks (2020)

Deep multi-person kinship matching and recognition for family photos (2020)

Deep Learning–Based Enhancement of Motion Blurred UAV Concrete Crack Images (2020)

Deep learning architecture "LightOCT" for diagnostic decision support using optical coherence tomography images of biological samples. (2020)

Cross-scale generative adversarial network for crowd density estimation from images (2020)

Corrigendum to "Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review." J Affect Disord. 241 (2018) 519-532. (2020)

Bypassing Backdoor Detection Algorithms in Deep Learning (2020)

Artificial intelligence for diabetic retinopathy screening, prediction and management. (2020)

An Event-Driven Categorization Model for AER Image Sensors Using Multispike Encoding and Learning (2020)

An Empirical Study of the Dependency Networks of Deep Learning Libraries (2020)

A portrait photo-to-tattoo transform based on digital tattooing (2020)

SocCogCom at SemEval-2020 Task 11: Characterizing and Detecting Propaganda using Sentence-Level Emotional Salience Features (2020)

Modulating Scalable Gaussian Processes for Expressive Statistical Learning. (2020)

Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for Intrusion Detection. (2020)

Hierarchical Eye-Tracking Data Analytics for Human Fatigue Detection at a Traffic Control Center (2020)

Artificial Intelligence and the Limits of Legal Personality (2020)

Collaborative Fairness in Federated Learning (2020)