Publications - Machine Learning SG

Ordered or Orderless: A Revisit for Video based Person Re-Identification (2019)

Le Zhang Zenglin Shi Joey Tianyi Zhou Ming-Ming Cheng Yun Liu Jia-Wang Bian Zeng Zeng Chunhua Shen

recurrent neural network machine learning computer science artificial intelligence diagnostic analysis +3 more

arXiv preprint arXiv:1912.11236 Published 2019-12-24
Multi-Graph Transformer for Free-Hand Sketch Recognition (2019)

Peng Xu Chaitanya K. Joshi Xavier Bresson

sketch recognition recurrent neural network transformer convolutional neural network artificial intelligence +5 more

arXiv preprint arXiv:1912.11258 12 citations Published 2019-12-24
GO2Vec: transforming GO terms and proteins to vector representations via graph embeddings. (2019)

Xiaoshi Zhong Rama Kaalia Jagath C. Rajapakse

semantic similarity word embedding protein protein interaction prediction natural language processing biology +5 more

BMC Genomics 1 citations Published 2019-12-24
Single-shot multi-view imaging enabled by scattering lens. (2019)

Xiangwen Zhu Sujit Kumar Sahoo Dong Wang Huy Quoc Lam Philip Anthony Surman Dayan Li Cuong Dang

stereo imaging medical imaging speckle pattern deconvolution image quality +7 more

Optics Express 3 citations Published 2019-12-23
Image Denoising by Random Interpolation Average with Low-Rank Matrix Approximation (2019)

Qi Liu Wing-Shan Tam Chi-Wah Kok Hing Cheung So

salt and pepper noise digital image noise reduction additive white gaussian noise matrix decomposition +6 more

arXiv preprint arXiv:1912.10669 Published 2019-12-23
Deep Learning via Dynamical Systems: An Approximation Perspective (2019)

Qianxiao Li Ting Lin Zuowei Shen

dynamical systems theory function approximation approximation theory flow map residual +5 more

arXiv preprint arXiv:1912.10382 9 citations Published 2019-12-22
Jacobian Adversarially Regularized Networks for Robustness (2019)

Alvin Chan Yi Tay Yew Soon Ong Jie Fu

robustness mnist database jacobian matrix and determinant artificial neural network classifier +6 more

arXiv preprint arXiv:1912.10185 6 citations Published 2019-12-21
Financial Inclusion and Alternate Credit Scoring: Role of Big Data and Machine Learning in Fintech (2019)

Sumit Agarwal Shashwat Alok Pulak Ghosh Sudip Gupta

financial inclusion counterfactual thinking mobile phone big data marginal utility +5 more

2 citations Published 2019-12-21
Knowledge-oriented Sentiment-level Embedding for Sentiment Classification (2019)

Xiaoran Xu Pengfei Li

embedding natural language processing computer science artificial intelligence

Proceedings of the 2019 2nd International Conference on Algorithms, Computing and Artificial Intelligence Published 2019-12-20
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks (2019)

Minh Nguyen Gia H. Ngo Nancy F. Chen

recurrent neural network language model artificial neural network recursion pronunciation +6 more

arXiv preprint arXiv:1912.09913 Published 2019-12-20
CORE: Automating Review Recommendation for Code Changes (2019)

JingKai Siow Cuiyun Gao Lingling Fan Sen Chen Yang Liu

source code code review static program analysis word embedding mean reciprocal rank +6 more

arXiv preprint arXiv:1912.09652 Published 2019-12-20
Combining Position-aware CNN and RNN for Relation Extraction (2019)

Meng Ma Weiyu Hao Pengfei Li

relationship extraction pattern recognition computer science artificial intelligence

Proceedings of the 2019 2nd International Conference on Algorithms, Computing and Artificial Intelligence Published 2019-12-20
AANet: Attribute Attention Network for Person Re-Identifications (2019)

Chiat-Pin Tay Sharmili Roy Kim-Hui Yap

machine learning computer science architecture artificial intelligence attention network +1 more

arXiv preprint arXiv:1912.09021 11 citations Published 2019-12-19
COBRA: Context-aware Bernoulli Neural Networks for Reputation Assessment (2019)

Leonit Zeynalvand Tie Luo Jie Zhang

artificial neural network cobra service provider reputation machine learning +6 more

arXiv preprint arXiv:1912.08446 Published 2019-12-18
Convolutional Dictionary Pair Learning Network for Image Representation Learning (2019)

Zhao Zhang Yulin Sun Yang Wang Zhengjun Zha Shuicheng Yan Meng Wang

feature learning convolutional neural network stochastic gradient descent discriminative model sparse approximation +5 more

arXiv preprint arXiv:1912.12138 Published 2019-12-17
Subjective Quality Assessment of Ground-based Camera Images (2019)

Lucie Lévêque Soumyabrata Dev Murhaf Hossari Yee Hui Lee Stefan Winkler

image quality distortion cloud computing computer vision sky +6 more

arXiv preprint arXiv:1912.07192 Published 2019-12-16
Domain Specific and Idiom Adaptive Video Summarization. (2019)

Yi Dong Chang Liu Zhiqi Shen Zhanning Gao Pan Wang Changgong Zhang Peiran Ren Xuansong Xie Han Yu Qingming Huang

automatic summarization natural language processing computer science adaptive video artificial intelligence

Proceedings of the ACM Multimedia Asia Published 2019-12-15
DerainCycleGAN: An Attention-guided Unsupervised Benchmark for Single Image Deraining and Rainmaking. (2019)

Yanyan Wei Zhao Zhang Jicong Fan Yang Wang Shuicheng Yan Meng Wang

ground truth streak transfer of learning pattern recognition artificial intelligence +5 more

computer vision and pattern recognition 2 citations Published 2019-12-15
Clustering in Misspecified and High-Dimensional Models using Automatic Differentiation (2019)

Siva Rajesh Kasa Vaibhav Rajan

mixture model model selection expectation maximization algorithm cluster analysis gradient descent +6 more

bioRxiv Published 2019-12-15
RGait-NET: An Effective Network for Recovering Missing Information from Occluded Gait Cycles. (2019)

Dhritimaan Das Ayush Agarwal Pratik Chattopadhyay Lipo Wang

gait deep learning complete information computer vision data set +6 more

arXiv preprint arXiv:1912.06765 Published 2019-12-14

Previous Next

Ordered or Orderless: A Revisit for Video based Person Re-Identification (2019)

Multi-Graph Transformer for Free-Hand Sketch Recognition (2019)

GO2Vec: transforming GO terms and proteins to vector representations via graph embeddings. (2019)

Single-shot multi-view imaging enabled by scattering lens. (2019)

Image Denoising by Random Interpolation Average with Low-Rank Matrix Approximation (2019)

Deep Learning via Dynamical Systems: An Approximation Perspective (2019)

Jacobian Adversarially Regularized Networks for Robustness (2019)

Financial Inclusion and Alternate Credit Scoring: Role of Big Data and Machine Learning in Fintech (2019)

Knowledge-oriented Sentiment-level Embedding for Sentiment Classification (2019)

Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks (2019)

CORE: Automating Review Recommendation for Code Changes (2019)

Combining Position-aware CNN and RNN for Relation Extraction (2019)

AANet: Attribute Attention Network for Person Re-Identifications (2019)

COBRA: Context-aware Bernoulli Neural Networks for Reputation Assessment (2019)

Convolutional Dictionary Pair Learning Network for Image Representation Learning (2019)

Subjective Quality Assessment of Ground-based Camera Images (2019)

Domain Specific and Idiom Adaptive Video Summarization. (2019)

DerainCycleGAN: An Attention-guided Unsupervised Benchmark for Single Image Deraining and Rainmaking. (2019)

Clustering in Misspecified and High-Dimensional Models using Automatic Differentiation (2019)

RGait-NET: An Effective Network for Recovering Missing Information from Occluded Gait Cycles. (2019)