Publications - Machine Learning SG

Deep-Learning Architecture in QSPR Modeling for the Prediction of Energy Conversion Efficiency of Solar Cells (2020)

Jinkui Wu Shihui Wang Li Zhou Xu Ji Yiyang Dai Yagu Dang Markus Kraft Markus Kraft

chemical process energy conversion efficiency deep learning process engineering architecture +3 more

Industrial & Engineering Chemistry Research Published 2020-10-13
Weakly Supervised Segmentation with Maximum Bipartite Graph Matching. (2020)

Weide Liu Chi Zhang Guosheng Lin Tzu-Yi Hung Chunyan Miao

segmentation pattern recognition computer science artificial intelligence bipartite graph matching

Proceedings of the 28th ACM International Conference on Multimedia 1 citations Published 2020-10-12
Towards Accurate Human Pose Estimation in Videos of Crowded Scenes. (2020)

Shuning Chang Li Yuan Xuecheng Nie Ziyuan Huang Yichen Zhou Yupeng Chen Jiashi Feng Shuicheng Yan

pose computer vision computer science artificial intelligence

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-10-12
Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes. (2020)

Li Yuan Yichen Zhou Shuning Chang Ziyuan Huang Yunpeng Chen Xuecheng Nie Tao Wang Jiashi Feng Shuicheng Yan

the internet ranking segmentation machine learning computer science +3 more

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-10-12
Semi-supervised Online Multi-Task Metric Learning for Visual Recognition and Retrieval. (2020)

Yangxi Li Han Hu Jin Li Yong Luo Yonggang Wen

natural language processing computer science artificial intelligence visual recognition

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-10-12
Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval. (2020)

Tuan Hoang Thanh-Toan Do Ngai-Man Cheung Michael Riegler Jan Zahálka

image retrieval reproducibility computer vision computer science artificial intelligence

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-10-12
Online fringe pitch selection for defocusing a binary square pattern projection phase-shifting method. (2020)

Yang Hu Zhen Liu Dongze Yang Chenggen Quan

structured light 3d scanner image noise point spread function phase calibration +7 more

Optics Express Published 2020-10-12
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. (2020)

Devamanyu Hazarika Roger Zimmermann Soujanya Poria

sentiment analysis invariant natural language processing computer science artificial intelligence

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-10-12
Meta-RCNN: Meta Learning for Few-Shot Object Detection. (2020)

Xiongwei Wu Doyen Sahoo Steven C. H. Hoi

object detection computer science computer vision artificial intelligence

Proceedings of the 28th ACM International Conference on Multimedia 2 citations Published 2020-10-12
Investigation of Applying Physics Informed Neural Networks (PINN) and Variants on 2D Aerodynamics Problems (2020)

Wee-Beng Tay Murali Damodaran Zhi-Da Teh Rahul Halder

artificial neural network aerodynamics artificial intelligence

ASME 2020 Fluids Engineering Division Summer Meeting collocated with the ASME 2020 Heat Transfer Summer Conference and the ASME 2020 18th International Conference on Nanochannels, Microchannels, and Minichannels Published 2020-10-12
Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning. (2020)

Xu Yang Chongyang Gao Hanwang Zhang Jianfei Cai

closed captioning paragraph scene graph computer science computer vision +2 more

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-10-12
A unified linear convergence analysis of k-SVD (2020)

Zhiqiang Xu Yiping Ke Xin Cao Chunlai Zhou Pengfei Wei Xin Gao

rate of convergence artificial intelligence k svd complex systems computer science

Memetic Computing Published 2020-10-12
A Simple Baseline for Pose Tracking in Videos of Crowed Scenes. (2020)

Li Yuan Shuning Chang Ziyuan Huang Yichen Zhou Yunpeng Chen Xuecheng Nie Francis E. H. Tay Jiashi Feng Shuicheng Yan

computer vision computer science artificial intelligence pose tracking

Proceedings of the 28th ACM International Conference on Multimedia Published 2020-10-12
Multi-Scale Driver Behaviors Reasoning System for Intelligent Vehicles Based on a Joint Deep Learning Framework (2020)

Yang Xing Zhongxu Hu Zhiyu Huang Chen Lv Dongpu Cao Efstathios Velenis

reasoning system deep learning human computer interaction computer science artificial intelligence

2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Published 2020-10-11
Structured Self-Attention Weights Encode Semantics in Sentiment Analysis. (2020)

Zhengxuan Wu Thanh-Son Nguyen Desmond C. Ong

sentiment analysis transformer semantics lexicon natural language processing +6 more

arXiv preprint arXiv:2010.04922 Published 2020-10-10
Distilling a Deep Neural Network into a Takagi-Sugeno-Kang Fuzzy Inference System. (2020)

Xiangming Gu Xiang Cheng

fuzzy logic artificial neural network black box artificial intelligence computer science +5 more

arXiv preprint arXiv:2010.04974 Published 2020-10-10
Data-driven Regularized Inference Privacy. (2020)

Chong Xiao Wang Wee Peng Tay

inference information sensitivity service provider raw data data driven +6 more

arXiv preprint arXiv:2010.12346 Published 2020-10-10
Systems biology approaches integrated with artificial intelligence for optimized metabolic engineering. (2020)

Mohamed Helmy Derek Smith Kumar Selvarajoo Kumar Selvarajoo

systems biology analytics metabolic engineering proteomics metabolomics +4 more

Metabolic Engineering Communications 1 citations Published 2020-10-09
Systems biology approaches integrated with artificial intelligence for optimized food-focused metabolic engineering. (2020)

Mohamed Helmy Derek Smith Kumar Selvarajoo Kumar Selvarajoo

systems biology analytics metabolic engineering proteomics metabolomics +4 more

Metabolic Engineering Communications Published 2020-10-09
Pragmatically Informative Color Generation by Grounding Contextual Modifiers. (2020)

Zhengxuan Wu Desmond C. Ong

pragmatics natural language understanding inference recursion deep learning +6 more

arXiv preprint arXiv:2010.04372 Published 2020-10-09

Previous Next

Deep-Learning Architecture in QSPR Modeling for the Prediction of Energy Conversion Efficiency of Solar Cells (2020)

Weakly Supervised Segmentation with Maximum Bipartite Graph Matching. (2020)

Towards Accurate Human Pose Estimation in Videos of Crowded Scenes. (2020)

Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes. (2020)

Semi-supervised Online Multi-Task Metric Learning for Visual Recognition and Retrieval. (2020)

Reproducibility Companion Paper: Selective Deep Convolutional Features for Image Retrieval. (2020)

Online fringe pitch selection for defocusing a binary square pattern projection phase-shifting method. (2020)

MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. (2020)

Meta-RCNN: Meta Learning for Few-Shot Object Detection. (2020)

Investigation of Applying Physics Informed Neural Networks (PINN) and Variants on 2D Aerodynamics Problems (2020)

Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning. (2020)

A unified linear convergence analysis of k-SVD (2020)

A Simple Baseline for Pose Tracking in Videos of Crowed Scenes. (2020)

Multi-Scale Driver Behaviors Reasoning System for Intelligent Vehicles Based on a Joint Deep Learning Framework (2020)

Structured Self-Attention Weights Encode Semantics in Sentiment Analysis. (2020)

Distilling a Deep Neural Network into a Takagi-Sugeno-Kang Fuzzy Inference System. (2020)

Data-driven Regularized Inference Privacy. (2020)

Systems biology approaches integrated with artificial intelligence for optimized metabolic engineering. (2020)

Systems biology approaches integrated with artificial intelligence for optimized food-focused metabolic engineering. (2020)

Pragmatically Informative Color Generation by Grounding Contextual Modifiers. (2020)