Publications - Machine Learning SG

MACHINE LEARNING USING PARTIAL ORDER HYPERGRAPHS (2019)

Feng Fuli He Xiangnan Chua Tat-Seng

hypergraph constraint graph rule of inference matrix vertex +5 more

1 citations Published 2019-10-24
Improve Protein Solubility and Activity based on Machine Learning Models (2019)

Xi Han Wenbo Ning Xiaoqiang Ma Xiaonan Wang Kang Zhou Kang Zhou

protein sequencing target protein solubility peptide peptide sequence +6 more

bioRxiv 2 citations Published 2019-10-24
Hypertension Diagnosis Index for Discrimination of High-Risk Hypertension ECG Signals Using Optimal Orthogonal Wavelet Filter Bank. (2019)

Jaypal Singh Rajput Manish Sharma U Rajendra Acharya U Rajendra Acharya U Rajendra Acharya

intensive care wavelet orthogonal wavelet filter bank blood pressure +6 more

International Journal of Environmental Research and Public Health 11 citations Published 2019-10-23
Facial Action Unit Detection Using Attention and Relation Learning (2019)

Zhiwen Shao Zhilei Liu Jianfei Cai Yunsheng Wu Lizhuang Ma

deep learning network architecture pattern recognition computer science region of interest +2 more

IEEE Transactions on Affective Computing 17 citations Published 2019-10-23
Universal Decompositional Semantic Parsing. (2019)

Elias Stengel-Eskin Aaron Steven White Sheng Zhang Benjamin Van Durme

parsing transduction semantics natural language natural language processing +3 more

arXiv preprint arXiv:1910.10138 1 citations Published 2019-10-22
Predictive Coding Networks Meet Action Recognition (2019)

Xia Huang Hossein Mousavi Gemma Roig

recurrent neural network optical flow semantics rgb color model pattern recognition +5 more

arXiv preprint arXiv:1910.10056 Published 2019-10-22
A low-power end-to-end hybrid neuromorphic framework for surveillance applications. (2019)

Andrés Ussa Luca Della Vedova Vandana Reddy Padala Deepak Singla Jyotibdha Acharya Charles Zhang Lei Garrick Orchard Arindam Basu Bharath Ramesh

truenorth video tracking neuromorphic engineering cognitive neuroscience of visual object recognition server +6 more

arXiv preprint arXiv:1910.09806 3 citations Published 2019-10-22
mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling (2019)

Mohammad Chegini Jürgen Bernard Lin Shao Alexei Sourin Keith Andrews Tobias Schreck

labelling visualization machine learning computer science artificial intelligence

IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems 1 citations Published 2019-10-21
Energy Minimization Approach for Negative Obstacle Region Detection (2019)

Hasith Karunasekera Han Wang Handuo Zhang

obstacle avoidance obstacle stereopsis image segmentation energy minimization +6 more

IEEE Transactions on Vehicular Technology Published 2019-10-21
Decoupling Representation and Classifier for Long-Tailed Recognition (2019)

Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis

feature learning transfer of learning deep learning classifier machine learning +6 more

arXiv preprint arXiv:1910.09217 18 citations Published 2019-10-21
A 213.7- $\mu$ W Gesture Sensing System-On-Chip With Self-Adaptive Motion Detection and Noise-Tolerant Outermost-Edge-Based Feature Extraction in 65 nm (2019)

Van Loi Le Taegeun Yoo Ju Eon Kim Kwang-Hyun Baek Tony Tae-Hyoung Kim

gesture recognition vision chip motion detector motion detection image sensor +6 more

ESSCIRC 2019 - IEEE 45th European Solid State Circuits Conference (ESSCIRC) Published 2019-10-21
Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach. (2019)

Nan Lu Tianyi Zhang Gang Niu Masashi Sugiyama

overfitting empirical risk minimization binary classification estimator prior probability +5 more

arXiv preprint arXiv:1910.08974 2 citations Published 2019-10-20
SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking (2019)

Qing Guo Qing Guo Xiaofei Xie Felix Juefei-Xu Lei Ma Zhongguo Li Wanli Xue Wei Feng Yang Liu

video tracking spark eye tracking trajectory bittorrent tracker +6 more

arXiv preprint arXiv:1910.08681 3 citations Published 2019-10-19
Automatic fibroatheroma identification in intravascular optical coherence tomography volumes (2019)

Qifeng Yan Mengdi Xu Damon Wing Kee Wong Akira Taruya Atsushi Tanaka Jiang Liu Philip Wong Jun Cheng Jun Cheng

local binary patterns optical coherence tomography region of interest feature extraction image processing +6 more

Journal of Ambient Intelligence and Humanized Computing 1 citations Published 2019-10-19
ERCNN: Enhanced Recurrent Convolutional Neural Networks for Learning Sentence Similarity. (2019)

Niantao Xie Sujian Li Jinglin Zhao

deep learning convolutional neural network computational complexity theory paraphrase natural language processing +4 more

China National Conference on Chinese Computational Linguistics Published 2019-10-18
Deep Transfer Learning For Abnormality Detection (2019)

Jie Wei Kong Yonghui Xu Han Yu

transfer of learning deep learning anomaly detection discriminative model machine learning +6 more

Proceedings of the 4th International Conference on Crowd Science and Engineering Published 2019-10-18
Synthesis of Medical Images Using GANs (2019)

Luise Middel Christoph Palm Marius Erdt

information privacy machine learning confidentiality computer science adversarial system +3 more

UNSURE/CLIP@MICCAI 2 citations Published 2019-10-17
Brain Tumor Segmentation and Survival Prediction Using 3D Attention UNet (2019)

Mobarakol Islam V. S. Vibashan V. Jeya Maria Jose Navodini Wijethilake Navodini Wijethilake Uppal Utkarsh Uppal Utkarsh Hongliang Ren

convolutional neural network segmentation histogram survival rate pattern recognition +6 more

International MICCAI Brainlesion Workshop 6 citations Published 2019-10-17
Image grating: a novel technology for position measurement (2019)

Shaowei Fu Shaowei Fu Fang Cheng Tegoeh Tjahjowidodo Tegoeh Tjahjowidodo Mengjun Liu

system of measurement grating image registration subpixel rendering accuracy and precision +6 more

Seventh International Conference on Optical and Photonic Engineering (icOPEN 2019) Published 2019-10-16
Synergistic team composition: A computational approach to foster diversity in teams (2019)

Ewa Andrejczuk Ewa Andrejczuk Filippo Bistaffa Christian Blum Juan Antonio Rodríguez-Aguilar Carles Sierra

team composition heuristic computer science competence machine learning +6 more

Knowledge Based Systems 3 citations Published 2019-10-15

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MACHINE LEARNING USING PARTIAL ORDER HYPERGRAPHS (2019)

Improve Protein Solubility and Activity based on Machine Learning Models (2019)

Hypertension Diagnosis Index for Discrimination of High-Risk Hypertension ECG Signals Using Optimal Orthogonal Wavelet Filter Bank. (2019)

Facial Action Unit Detection Using Attention and Relation Learning (2019)

Universal Decompositional Semantic Parsing. (2019)

Predictive Coding Networks Meet Action Recognition (2019)

A low-power end-to-end hybrid neuromorphic framework for surveillance applications. (2019)

mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling (2019)

Energy Minimization Approach for Negative Obstacle Region Detection (2019)

Decoupling Representation and Classifier for Long-Tailed Recognition (2019)

A 213.7- $\mu$ W Gesture Sensing System-On-Chip With Self-Adaptive Motion Detection and Noise-Tolerant Outermost-Edge-Based Feature Extraction in 65 nm (2019)

Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach. (2019)

SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking (2019)

Automatic fibroatheroma identification in intravascular optical coherence tomography volumes (2019)

ERCNN: Enhanced Recurrent Convolutional Neural Networks for Learning Sentence Similarity. (2019)

Deep Transfer Learning For Abnormality Detection (2019)

Synthesis of Medical Images Using GANs (2019)

Brain Tumor Segmentation and Survival Prediction Using 3D Attention UNet (2019)

Image grating: a novel technology for position measurement (2019)

Synergistic team composition: A computational approach to foster diversity in teams (2019)