Publications - Machine Learning SG

Optimization in Machine Learning: A Distribution Space Approach. (2020)

Yongqiang Cai Qianxiao Li Zuowei Shen

convex optimization optimization problem function space regular polygon parametrization +3 more

arXiv preprint arXiv:2004.08620 Published 2020-04-18
A systematic review of the true benefit of robotic surgery: Ergonomics. (2020)

Ian Jun Yan Wee Li‐Jen Kuo James Chi‐Yong Ngu

robotic surgery laparoscopic surgery laparoscopy systematic review medical physics +6 more

International Journal of Medical Robotics and Computer Assisted Surgery 1 citations Published 2020-04-17
FreeLB: Enhanced Adversarial Training for Natural Language Understanding (2020)

Chen Zhu Yu Cheng Zhe Gan Siqi Sun Tom Goldstein Jingjing Liu

word embedding commonsense reasoning language model natural language understanding embedding +4 more

Eighth International Conference on Learning Representations 30 citations Published 2020-04-16
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning (2020)

Jyotibdha Acharya Arindam Basu

memory footprint deep learning artificial neural network anomaly detection remote patient monitoring +6 more

arXiv preprint arXiv:2004.08287 Published 2020-04-16
ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues (2020)

Chien-Sheng Wu Steven C.H. Hoi Richard Socher Caiming Xiong

language model natural language understanding natural language processing computer science scarcity +3 more

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) 1 citations Published 2020-04-15
Thermal field prediction for laser scanning paths in laser aided additive manufacturing by physics-based machine learning (2020)

K. Ren Y. Chew Y.F. Zhang J.Y.H. Fuh G.J. Bi

laser scanning computer simulation 3d printing recurrent neural network distortion +5 more

Computer Methods in Applied Mechanics and Engineering 3 citations Published 2020-04-15
Projection correlation between scalar and vector variables and its use in feature screening with multi-response data (2020)

Kai Xu Zhiling Shen Xudong Huang Qing Cheng

screening procedures multivariate statistics scalar pattern recognition correlation +5 more

Journal of Statistical Computation and Simulation Published 2020-04-15
Editorial: Spiking Neural Network Learning, Benchmarking, Programming and Executing (2020)

Guoqi Li Lei Deng Yansong Chua Peng Li Emre O. Neftci Haizhou Li

spiking neural network benchmarking software framework artificial intelligence computer science

Frontiers in Neuroscience Published 2020-04-15
Towards Robust Classification with Image Quality Assessment. (2020)

Yeli Feng Yiyu Cai

convolutional neural network image quality robustness machine learning computer science +6 more

arXiv preprint arXiv:2004.06288 Published 2020-04-14
Keyphrase Extraction as Sequence Labeling Using Contextualized Embeddings (2020)

Dhruva Sahrawat Debanjan Mahata Haimin Zhang Mayank Kulkarni Agniv Sharma Rakesh Gosangi Amanda Stent Yaman Kumar Rajiv Ratn Shah Roger Zimmermann

word embedding sequence labeling embedding natural language processing computer science +2 more

European Conference on Information Retrieval 10 citations Published 2020-04-14
Different fundus imaging modalities and technical factors in AI screening for diabetic retinopathy: a review (2020)

Gilbert Lim Valentina Bellemo Yuchen Xie Xin Q Lee Michelle Y T Yip Daniel S W Ting

fundus photography fundus diabetic retinopathy modalities optometry +6 more

Eye and vision (London, England) 1 citations Published 2020-04-14
Artificial Intelligence to Detect Papilledema from Ocular Fundus Photographs (2020)

Dan Milea Dan Milea Raymond P Najjar Raymond P Najjar Jiang Zhubo Daniel Ting Daniel Ting Caroline Vasseneix Xinxing Xu Masoud Aghsaei Fard Pedro Fonseca Kavin Vanikieti Wolf A Lagrèze Chiara La Morgia Carol Y Cheung Steffen Hamann Christophe Chiquet Nicolae Sanda Hui Yang Luis J Mejico Marie-Bénédicte Rougier Richard Kho Tran Thi Ha Chau Shweta Singhal Shweta Singhal Philippe Gohier Catherine Clermont-Vignal Ching-Yu Cheng Ching-Yu Cheng Jost B Jonas Patrick Yu-Wai-Man Patrick Yu-Wai-Man Patrick Yu-Wai-Man Clare L Fraser John J Chen Selvakumar Ambika Neil R Miller Yong Liu Nancy J Newman Tien Y Wong Tien Y Wong Valérie Biousse

papilledema fundus direct ophthalmoscopy medicine artificial intelligence +3 more

The New England Journal of Medicine 22 citations Published 2020-04-14
A Personalized Deep Learning Approach for Trajectory Prediction of Connected Vehicles (2020)

Yang Xing Chao Huang Chen Lv Yahui Liu Hong Wang Dongpu Cao

trajectory deep learning machine learning computer science artificial intelligence

SAE Technical Paper Series 2 citations Published 2020-04-14
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder (2020)

Yufei Tian Jianfei Yu Jing Jiang

automatic summarization reinforcement learning natural language processing computer science artificial intelligence +2 more

arXiv preprint arXiv:2004.05755 Published 2020-04-13
Towards Anomaly Detection in Dashcam Videos (2020)

Sanjay Haresh Sateesh Kumar M. Zeeshan Zia Quoc-Huy Tran

anomaly detection deep learning machine learning computer science computation +6 more

arXiv preprint arXiv:2004.05261 1 citations Published 2020-04-11
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure (2020)

Jiaqi Li Ming Liu Min-Yen Kan Zihao Zheng Zekun Wang Wenqiang Lei Ting Liu Bing Qin

comprehension natural language processing computer science performing arts artificial intelligence +2 more

arXiv preprint arXiv:2004.05080 Published 2020-04-10
Digital image correlation with improved efficiency by pixel selection. (2020)

Xinxing Shao Fuqiang Zhong Wei Huang Xiangjun Dai Zhenning Chen Xiaoyuan He

image resolution pixel digital image correlation computer vision field programmable gate array +6 more

Applied Optics 2 citations Published 2020-04-10
Stronger perceptual filling-in of spatiotemporal information in the blind spot compared with artificial gaps (2020)

Yulia Revina Gerrit W. Maus

blind spot filling in visual field perception stimulus +5 more

Journal of Vision Published 2020-04-09
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels. (2020)

Xun Xu Gim Hee Lee

point cloud segmentation pattern recognition network planning and design computer science +4 more

arXiv preprint arXiv:2004.04091 3 citations Published 2020-04-08
Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild (2020)

Zhecan Wang Jian Zhao Cheng Lu Han Huang Fan Yang Lianji Li Yandong Guo

gaze computer vision image quality computer science vulnerability +2 more

arXiv preprint arXiv:2004.03737 Published 2020-04-07

Previous Next

Optimization in Machine Learning: A Distribution Space Approach. (2020)

A systematic review of the true benefit of robotic surgery: Ergonomics. (2020)

FreeLB: Enhanced Adversarial Training for Natural Language Understanding (2020)

Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning (2020)

ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues (2020)

Thermal field prediction for laser scanning paths in laser aided additive manufacturing by physics-based machine learning (2020)

Projection correlation between scalar and vector variables and its use in feature screening with multi-response data (2020)

Editorial: Spiking Neural Network Learning, Benchmarking, Programming and Executing (2020)

Towards Robust Classification with Image Quality Assessment. (2020)

Keyphrase Extraction as Sequence Labeling Using Contextualized Embeddings (2020)

Different fundus imaging modalities and technical factors in AI screening for diabetic retinopathy: a review (2020)

Artificial Intelligence to Detect Papilledema from Ocular Fundus Photographs (2020)

A Personalized Deep Learning Approach for Trajectory Prediction of Connected Vehicles (2020)

Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder (2020)

Towards Anomaly Detection in Dashcam Videos (2020)

Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure (2020)

Digital image correlation with improved efficiency by pixel selection. (2020)

Stronger perceptual filling-in of spatiotemporal information in the blind spot compared with artificial gaps (2020)

Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels. (2020)

Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild (2020)