Publications - Machine Learning SG

Eccentricity Dependent Neural Network with Recurrent Attention for Scale, Translation and Clutter Invariance (2019)

Jiaxuan Zhang Jiaxuan Zhang Yena Han Tomaso Poggio Gemma Roig Gemma Roig

clutter eccentricity artificial neural network invariant pattern recognition +2 more

Journal of Vision Published 2019-09-06
CloseUp—A Community-Driven Live Online Search Engine (2019)

Christian Von Der Weth Ashraf Abdul Abhinav R. Kashyap Mohan S. Kankanhalli

online search question answering crowdsourcing social computing world wide web +6 more

ACM Transactions on Internet Technology Published 2019-09-06
Category-selective response to periodic face stimulations in natural-image sequence degrades nonlinearly with face omissions (2019)

Charles C.-F. Or Bruno Rossion

periodic graph pattern recognition computer science artificial intelligence image sequence

Journal of Vision Published 2019-09-06
Visual Attention Guided Pixel-Wise Just Noticeable Difference Model (2019)

Zhipeng Zeng Huanqiang Zeng Jing Chen Jianqing Zhu Yun Zhang Kai-Kuang Ma

just noticeable difference masking visual perception luminance pixel +6 more

IEEE Access 1 citations Published 2019-09-05
Semantic Correlation Promoted Shape-Variant Context for Segmentation (2019)

Henghui Ding Xudong Jiang Bing Shuai Ai Qun Liu Gang Wang

segmentation convolution pixel pattern recognition noise reduction +4 more

arXiv preprint arXiv:1909.02651 6 citations Published 2019-09-05
Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform (2019)

Muhammad Tariq Sadiq Xiaojun Yu Zhaohui Yuan Zeming Fan Ateeq Ur Rehman Guoqi Li Gaoxi Xiao

wavelet transform instantaneous phase higher order statistics support vector machine spectral density +6 more

IEEE Access 13 citations Published 2019-09-05
GMC: Grid Based Motion Clustering in Dynamic Environment (2019)

Handuo Zhang Karunasekera Hasith Hui Zhou Han Wang

cluster analysis grid filter computer vision computer science +2 more

Proceedings of SAI Intelligent Systems Conference Published 2019-09-05
Broad-Coverage Semantic Parsing as Transduction. (2019)

Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme

parsing natural language processing computer science transducer artificial intelligence

arXiv preprint arXiv:1909.02607 2 citations Published 2019-09-05
Learning Controllable Face Generator from Disjoint Datasets (2019)

Jing Li Yongkang Wong Terence Sim

disjoint sets cartesian product pattern recognition computer science artificial intelligence

International Conference on Computer Analysis of Images and Patterns Published 2019-09-03
Deterministic Approximate Methods for Maximum Consensus Robust Fitting (2019)

Huu Minh Le Tat-Jun Chin Anders Eriksson Thanh-Toan Do David Suter

penalty method deterministic algorithm randomized algorithm maximization brute force search +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 9 citations Published 2019-09-03
Deep learning for brains?: Different linear and nonlinear scaling in UK Biobank brain images vs. machine-learning datasets (2019)

Marc-Andre Schulz B Yeo Joshua Vogelstein Janaina Mourao-Miranada Jakob Kather Konrad Kording Blake Aaron Richards Danilo Bzdok

linear model mnist database deep learning kernel sample size determination +6 more

bioRxiv 10 citations Published 2019-09-03
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities (2019)

Bailin Wang Wei Lu

classifier encoder pattern recognition hypergraph computer science +2 more

arXiv preprint arXiv:1909.00930 1 citations Published 2019-09-03
Artificial intelligence-assisted telemedicine platform for cataract screening and management: a potential model of care for global eye health. (2019)

Darren Shu Jeng Ting Marcus Ang Jodhbir S Mehta Daniel Shu Wei Ting

mass screening visual impairment telemedicine diabetic retinopathy retinopathy of prematurity +5 more

British Journal of Ophthalmology 11 citations Published 2019-09-03
AI-boosted software automation: learning from human pair programmers (2019)

Xin Peng Zhenchang Xing Jun Sun

pair programming deep learning computer science software engineering artificial intelligence +2 more

Science in China Series F: Information Sciences Published 2019-09-03
Visual-Attention-Based Pixel Dimming Technique for OLED Displays of Mobile Devices (2019)

Chia-Hung Yeh Kyle Shih-Huang Lo Weisi Lin

liquid crystal display pixel brightness motion vector mobile device +6 more

IEEE Transactions on Industrial Electronics 7 citations Published 2019-09-01
Video Summarization using Global Attention with Memory Network and LSTM (2019)

Dhruva Sahrawat Mohit Agarwal Sanchit Sinha Aditya Adhikary Mansi Agarwal Rajiv Ratn Shah Roger Zimmermann

automatic summarization memory module context model robustness segmentation +6 more

2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM) Published 2019-09-01
Vehicle Tracking Using Deep SORT with Low Confidence Track Filtering (2019)

Xinyu Hou Yi Wang Lap-Pui Chau

sorting algorithm vehicle tracking system sort convolutional neural network bittorrent tracker +6 more

2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 6 citations Published 2019-09-01
The Biomechanics of Character Types in Javanese Dance. (2019)

Luis Hernandez-Barraza Chen-Hua Yeow Miguel Escobar Varela

dance kinematics ground reaction force force platform motion capture +6 more

Journal of dance medicine & science : official publication of the International Association for Dance Medicine & Science Published 2019-09-01
TCAD-Enabled Machine Learning Defect Prediction to Accelerate Advanced Semiconductor Device Failure Analysis (2019)

Chea-Wei Teo Kain Lu Low Vinod Narang Aaron Voon-Yew Thean

expediting bridging random forest machine learning computer science +2 more

2019 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD) 2 citations Published 2019-09-01
Surrogate Rehabilitative Time Series Data for Image-based Deep Learning (2019)

K. M. Tracey Lee Eileen Y.L. Kuah Kee-Hao Leo Saeid Sanei Effie Chew Ling Zhao

surrogate data big data deep learning data collection artificial neural network +6 more

2019 27th European Signal Processing Conference (EUSIPCO) Published 2019-09-01

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Eccentricity Dependent Neural Network with Recurrent Attention for Scale, Translation and Clutter Invariance (2019)

CloseUp—A Community-Driven Live Online Search Engine (2019)

Category-selective response to periodic face stimulations in natural-image sequence degrades nonlinearly with face omissions (2019)

Visual Attention Guided Pixel-Wise Just Noticeable Difference Model (2019)

Semantic Correlation Promoted Shape-Variant Context for Segmentation (2019)

Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform (2019)

GMC: Grid Based Motion Clustering in Dynamic Environment (2019)

Broad-Coverage Semantic Parsing as Transduction. (2019)

Learning Controllable Face Generator from Disjoint Datasets (2019)

Deterministic Approximate Methods for Maximum Consensus Robust Fitting (2019)

Deep learning for brains?: Different linear and nonlinear scaling in UK Biobank brain images vs. machine-learning datasets (2019)

Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities (2019)

Artificial intelligence-assisted telemedicine platform for cataract screening and management: a potential model of care for global eye health. (2019)

AI-boosted software automation: learning from human pair programmers (2019)

Visual-Attention-Based Pixel Dimming Technique for OLED Displays of Mobile Devices (2019)

Video Summarization using Global Attention with Memory Network and LSTM (2019)

Vehicle Tracking Using Deep SORT with Low Confidence Track Filtering (2019)

The Biomechanics of Character Types in Javanese Dance. (2019)

TCAD-Enabled Machine Learning Defect Prediction to Accelerate Advanced Semiconductor Device Failure Analysis (2019)

Surrogate Rehabilitative Time Series Data for Image-based Deep Learning (2019)