Publications - Machine Learning SG

MultiANet: a Multi-Attention Network for Defocus Blur Detection (2020)

Zeyu Jiang Xun Xu Chao Zhang Ce Zhu

computer vision computer science artificial intelligence attention network

2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) Published 2020-09-21
Low-Shot Wall Defect Detection for Autonomous Decoration Robots Using Deep Reinforcement Learning (2020)

Fanyu Zeng Xi Cai Shuzhi Sam Ge Shuzhi Sam Ge

object detection reinforcement learning minimum bounding box robot computer vision +5 more

Journal of Robotics Published 2020-09-21
Feature Distillation With Guided Adversarial Contrastive Learning. (2020)

Tao Bai Jinnan Chen Jun Zhao Bihan Wen Xudong Jiang Alex C. Kot

robustness deep learning mutual information adversarial system machine learning +3 more

arXiv preprint arXiv:2009.09922 Published 2020-09-21
Real-time Traffic Incident Detection Using an Autoencoder Model (2020)

Huan Yang Yu Wang Han Zhao Jinlin Zhu Danwei Wang

autoencoder pattern recognition computer science artificial intelligence

2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) Published 2020-09-20
High-content image generation for drug discovery using generative adversarial networks. (2020)

Shaista Hussain Ayesha Anees Ankit Das Binh P. Nguyen Mardiana Marzuki Shuping Lin Graham Wright Amit Singhal

real image deep learning convolutional neural network pattern recognition profiling +6 more

Neural Networks Published 2020-09-20
Efficient Multi-Class Out-of-Distribution Reasoning for Perception Based Networks: Work-in-Progress (2020)

Shreyas Ramakrishna Zahra Rahiminasab Arvind Easwaran Abhishek Dubey

autoencoder cyber physical system test data artificial intelligence work in process +5 more

2020 International Conference on Embedded Software (EMSOFT) Published 2020-09-20
Technology vs Ideology: How Far will Artificial Intelligence and Distributed Ledger Technology Transform Corporate Governance and Business? (2020)

Iris H-Y Chiu Ernest Lim

corporate governance corporate law technological change incentive shareholder +5 more

Berkeley Business Law Journal (2021) (In press). Published 2020-09-18
Probably Approximately Correct Explanations of Machine Learning Models via Syntax-Guided Synthesis. (2020)

Daniel Neider Bishwamittra Ghosh

probably approximately correct learning inference syntax machine learning computer science +2 more

arXiv preprint arXiv:2009.08770 Published 2020-09-18
Suicidal ideation detection: a review of machine learning methods and applications (2020)

Shaoxiong Ji Shirui Pan Xue Li Erik Cambria Guodong Long Zi Huang

feature engineering suicidal ideation task analysis social work deep learning +6 more

IEEE Transactions on Computational Social Systems 1 citations Published 2020-09-17
ExGAN: Adversarial Generation of Extreme Samples. (2020)

Siddharth Bhatia Arjit Jain Bryan Hooi

extreme value theory probabilistic logic machine learning computer science visual inspection +6 more

arXiv preprint arXiv:2009.08454 Published 2020-09-17
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing (2020)

Rizhao Cai Haoliang Li Shiqi Wang Changsheng Chen Alex Chichung Kot

recurrent neural network convolutional neural network reinforcement learning discriminative model visualization +5 more

arXiv preprint arXiv:2009.07529 Published 2020-09-16
Remote Insects Trap Monitoring System Using Deep Learning Framework and IoT (2020)

Balakrishnan Ramalingam Rajesh Elara Mohan Sathian Pookkuttath Braulio Félix Félix Gómez Charan Satya Chandra Sairam Borusu Tey Wee Teng Yokhesh Krishnasamy Tamilselvam

deep learning object detection insect trap convolutional neural network built environment +6 more

Sensors Published 2020-09-15
Predicting Aircraft Landing Time in Extended-TMA Using Machine Learning Methods (2020)

Imen Dhief Zhengyi Wang Man Liang Sameer Alam Michael Schultz Daniel Delahaye

feature engineering feature selection air traffic control runway mean squared error +6 more

ICRAT 2020, 9th International Conference for Research in Air Transportation Published 2020-09-15
Learning a Single Model with a Wide Range of Quality Factors for JPEG Image Artifacts Removal (2020)

Jianwei Li Yongtao Wang Haihua Xie Kai-Kuang Ma

image quality jpeg ringing artifacts lossy compression standard test image +6 more

arXiv preprint arXiv:2009.06912 Published 2020-09-15
Face Image Reflection Removal (2020)

Renjie Wan Boxin Shi Haoliang Li Ling-Yu Duan Alex C. Kot

facial recognition system inpainting computer vision computer science prior probability +1 more

International Journal of Computer Vision 1 citations Published 2020-09-15
A New Efficient Finger-Vein Verification Based on Lightweight Neural Network Using Multiple Schemes (2020)

Haocong Zheng Yongjian Hu Beibei Liu Guang Chen Alex C. Kot

deep learning artificial neural network computational complexity theory machine learning computer science +4 more

International Conference on Artificial Neural Networks Published 2020-09-15
Using Machine Learning to Generate Novel Hypotheses: Increasing Optimism About COVID-19 Makes People Less Willing to Justify Unethical Behaviors. (2020)

Abhishek Sheetal Zhiyu Feng Krishna Savani

optimism pessimism social distance world values survey psychology +6 more

Psychological Science Published 2020-09-14
Deep learning enabled smart mats as a scalable floor monitoring system. (2020)

Qiongfeng Shi Zixuan Zhang Tianyiyi He Zhongda Sun Bingjie Wang Yuqin Feng Xuechuan Shan Budiman Salam Chengkuo Lee

building automation home automation automation scalability embedded system +6 more

Nature Communications 11 citations Published 2020-09-14
Empathetic Speech Synthesis and Testing for Healthcare Robots (2020)

Jesin James B. T. Balamurali Catherine I. Watson Bruce MacDonald

social robot empathy speech synthesis robot robotics +6 more

International Journal of Social Robotics Published 2020-09-11
DeepFed: Federated Deep Learning for Intrusion Detection in Industrial Cyber-Physical Systems (2020)

Beibei Li Yuhao Wu Jiarui Song Rongxing Lu Tao Li Liang Zhao

cyber physical system intrusion detection system attack surface software defined networking deep learning +5 more

IEEE Transactions on Industrial Informatics 1 citations Published 2020-09-11

Previous Next

MultiANet: a Multi-Attention Network for Defocus Blur Detection (2020)

Low-Shot Wall Defect Detection for Autonomous Decoration Robots Using Deep Reinforcement Learning (2020)

Feature Distillation With Guided Adversarial Contrastive Learning. (2020)

Real-time Traffic Incident Detection Using an Autoencoder Model (2020)

High-content image generation for drug discovery using generative adversarial networks. (2020)

Efficient Multi-Class Out-of-Distribution Reasoning for Perception Based Networks: Work-in-Progress (2020)

Technology vs Ideology: How Far will Artificial Intelligence and Distributed Ledger Technology Transform Corporate Governance and Business? (2020)

Probably Approximately Correct Explanations of Machine Learning Models via Syntax-Guided Synthesis. (2020)

Suicidal ideation detection: a review of machine learning methods and applications (2020)

ExGAN: Adversarial Generation of Extreme Samples. (2020)

DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing (2020)

Remote Insects Trap Monitoring System Using Deep Learning Framework and IoT (2020)

Predicting Aircraft Landing Time in Extended-TMA Using Machine Learning Methods (2020)

Learning a Single Model with a Wide Range of Quality Factors for JPEG Image Artifacts Removal (2020)

Face Image Reflection Removal (2020)

A New Efficient Finger-Vein Verification Based on Lightweight Neural Network Using Multiple Schemes (2020)

Using Machine Learning to Generate Novel Hypotheses: Increasing Optimism About COVID-19 Makes People Less Willing to Justify Unethical Behaviors. (2020)

Deep learning enabled smart mats as a scalable floor monitoring system. (2020)

Empathetic Speech Synthesis and Testing for Healthcare Robots (2020)

DeepFed: Federated Deep Learning for Intrusion Detection in Industrial Cyber-Physical Systems (2020)