Publications - Machine Learning SG

FM-based Supervised Learning for Categorical Data Classification in Manufacturing Process (2020)

Jianlin Yu Xiang Li Wen Feng Lu Yajuan Sun

categorical variable supervised learning data structure machine learning computer science +5 more

2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA) Published 2020-11-09
A Cognitive Analytics based Approach for Machine Health Monitoring, Anomaly Detection, and Predictive Maintenance (2020)

Farzam Farbiz Yuan Miaolong Zhou Yu

analytics unsupervised learning predictive maintenance anomaly detection industrial robot +5 more

2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA) Published 2020-11-09
JITO: a tool for just-in-time defect identification and localization. (2020)

Fangcheng Qiu Meng Yan Xin Xia Xinyu Wang Yuanrui Fan Ahmed E. Hassan David Lo

computer science pattern recognition artificial intelligence

Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering Published 2020-11-08
Estimating GPU memory consumption of deep learning models. (2020)

Yanjie Gao Yu Liu Hongyu Zhang Zhengxian Li Yonghao Zhu Haoxiang Lin Mao Yang

deep learning machine learning computer science hyperparameter empirical research +5 more

Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering 1 citations Published 2020-11-08
Enhancing the interoperability between deep learning frameworks by model conversion. (2020)

Yu Liu Cheng Chen Ru Zhang Tingting Qin Xiang Ji Haoxiang Lin Mao Yang

interoperability deep learning semantics artificial neural network computer science +6 more

Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering 1 citations Published 2020-11-08
DeepCommenter: a deep code comment generation tool with hybrid lexical and syntactical information. (2020)

Boao Li Meng Yan Xin Xia Xing Hu Ge Li David Lo

computer science natural language processing artificial intelligence

Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering Published 2020-11-08
On the Privacy Risks of Algorithmic Fairness. (2020)

Hongyan Chang Reza Shokri

information leakage inference odds machine learning computer science +4 more

arXiv preprint arXiv:2011.03731 Published 2020-11-07
MAGIC: Learning Macro-Actions for Online POMDP Planning using Generator-Critic. (2020)

Yiyuan Lee Panpan Cai David Hsu

partially observable markov decision process reinforcement learning time horizon computational complexity theory robot +5 more

arXiv preprint arXiv:2011.03813 1 citations Published 2020-11-07
Identification and utilization of copy number information for correcting Hi-C contact map of cancer cell lines. (2020)

Ahmed Ibrahim Samir Khalil Siti Rawaidah Binte Mohammad Muzaki Anupam Chattopadhyay Amartya Sanyal

chromosome conformation capture normalization copy number variation visualization chromatin +6 more

BMC Bioinformatics Published 2020-11-07
Fast 3D Modeling of Anthropomorphic Robotic Hands Based on A Multi-layer Deformable Design. (2020)

Li Tian Hanhui Li Muhammad Faaiz Khan Bin Abdul Halil Nadia Magnenat-Thalmann Daniel Thalmann Jianmin Zheng

template matching robustness underactuation 3d modeling engineering design process +6 more

arXiv preprint arXiv:2011.03742 1 citations Published 2020-11-07
Deep Learning Analysis and Age Prediction from Shoeprints. (2020)

Muhammad Hassan Yan Wang Di Wang Daixi Li Yanchun Liang You Zhou You Zhou Dong Xu

deep learning gait biometrics convolutional neural network personality +5 more

arXiv preprint arXiv:2011.03794 Published 2020-11-07
Transforming Facial Weight of Real Images by Editing Latent Space of StyleGAN. (2020)

V. N. S. Rama Krishna Pinnimty Matt Zhao Palakorn Achananuparp Ee-Peng Lim

supervised learning real image embedding pattern recognition computer science +3 more

arXiv: Computer Vision and Pattern Recognition Published 2020-11-05
Cross-modal discriminant adversarial network (2020)

Peng Hu Peng Hu Xi Peng Hongyuan Zhu Jie Lin Liangli Zhen Wei Wang Dezhong Peng Dezhong Peng

redundancy discriminative model machine learning discriminant modal +6 more

Pattern Recognition Published 2020-11-05
Opportunities and Challenges in Code Search Tools. (2020)

Chao Liu Xin Xia David Lo Cuiyun Gao Xiaohu Yang John C. Grundy

codebase software development software engineering computer science deep learning +1 more

arXiv preprint arXiv:2011.02297 Published 2020-11-04
No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. (2020)

Huaizheng Zhang Yizheng Huang Yonggang Wen Jianxiong Yin Kyle Guan

benchmarking source lines of code resource allocation software deployment systems design +6 more

arXiv preprint arXiv:2011.02327 Published 2020-11-04
Innovative deep matching algorithm for stock portfolio selection using deep stock profiles. (2020)

Ganggang Guo Yulei Rao Feida Zhu Fang Xu

portfolio blossom algorithm stock deep learning independent and identically distributed random variables +6 more

PLOS ONE Published 2020-11-04
InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System (2020)

Huaizheng Zhang Yizheng Huang Yonggang Wen Jianxiong Yin Kyle Guan

benchmarking source lines of code resource allocation software deployment systems design +6 more

arXiv preprint arXiv:2011.02327 Published 2020-11-04
A BERT-based Dual Embedding Model for Chinese Idiom Prediction (2020)

Minghuan Tan Jing Jiang

embedding pooling cloze test natural language processing blank +3 more

arXiv preprint arXiv:2011.02378 Published 2020-11-04
Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks. (2020)

Tao Bai Jinqi Luo Jun Zhao

robustness adversarial system machine learning computer science artificial intelligence +3 more

arXiv preprint arXiv:2011.01539 Published 2020-11-03
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks (2020)

Bosheng Ding Linlin Liu Lidong Bing Canasai Kruengkrai Thien Hai Nguyen Shafiq Joty Luo Si Chunyan Miao

language model sentiment analysis named entity recognition synthetic data knowledge base +6 more

arXiv preprint arXiv:2011.01549 Published 2020-11-03

Previous Next

FM-based Supervised Learning for Categorical Data Classification in Manufacturing Process (2020)

A Cognitive Analytics based Approach for Machine Health Monitoring, Anomaly Detection, and Predictive Maintenance (2020)

JITO: a tool for just-in-time defect identification and localization. (2020)

Estimating GPU memory consumption of deep learning models. (2020)

Enhancing the interoperability between deep learning frameworks by model conversion. (2020)

DeepCommenter: a deep code comment generation tool with hybrid lexical and syntactical information. (2020)

On the Privacy Risks of Algorithmic Fairness. (2020)

MAGIC: Learning Macro-Actions for Online POMDP Planning using Generator-Critic. (2020)

Identification and utilization of copy number information for correcting Hi-C contact map of cancer cell lines. (2020)

Fast 3D Modeling of Anthropomorphic Robotic Hands Based on A Multi-layer Deformable Design. (2020)

Deep Learning Analysis and Age Prediction from Shoeprints. (2020)

Transforming Facial Weight of Real Images by Editing Latent Space of StyleGAN. (2020)

Cross-modal discriminant adversarial network (2020)

Opportunities and Challenges in Code Search Tools. (2020)

No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. (2020)

Innovative deep matching algorithm for stock portfolio selection using deep stock profiles. (2020)

InferBench: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System (2020)

A BERT-based Dual Embedding Model for Chinese Idiom Prediction (2020)

Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks. (2020)

DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks (2020)