Publications - Machine Learning SG

Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning (2019)

Kshitij Dwivedi Gemma Roig

transfer of learning artificial neural network segmentation machine learning computer science +4 more

arXiv preprint arXiv:1904.11740 2 citations Published 2019-04-26
Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection (2019)

Xiao Dong Lei Zhu Xuemeng Song Jingjing Li Zhiyong Cheng

similarity learning feature selection optimization problem machine learning convergence +3 more

arXiv preprint arXiv:1904.11228 Published 2019-04-25
Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning (2019)

Thanh-Toan Do Khoa Le Tuan Hoang Huu Le Tam V. Nguyen Ngai-Man Cheung

hash function binary code autoencoder image retrieval discriminative model +4 more

arXiv preprint arXiv:1904.11820 Published 2019-04-24
PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis (2019)

Ranjan Satapathy Aalind Singh Erik Cambria

sentiment analysis normalization phonetics natural language processing computer science +3 more

arXiv preprint arXiv:1905.01967 2 citations Published 2019-04-24
PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras. (2019)

Bharath Ramesh Andres Ussa Luca Della Vedova Hong Yang Garrick Orchard

object detection feature extraction dimensionality reduction feature selection cognitive neuroscience of visual object recognition +6 more

arXiv preprint arXiv:1904.12665 2 citations Published 2019-04-24
Filling gaps or code choice? Code-switching across generations in colloquial Singapore Mandarin (2019)

Cher Leng Lee

mandarin chinese code switching sociology natural language processing artificial intelligence

Global Chinese Published 2019-04-24
Transferable Semi-supervised 3D Object Detection from RGB-D Data (2019)

Yew Siang Tang Gim Hee Lee

minimum bounding box object detection disjoint sets pattern recognition cloud computing +5 more

arXiv preprint arXiv:1904.10300 1 citations Published 2019-04-23
Bio-Inspired Learning and Adaptation for Optimization and Control of Complex Systems (2019)

Jing Na Zhile Yang Shyam Kamal Liang Hu Wenbo Wang Yimin Zhou

complex systems artificial intelligence computer science

Complexity 5 citations Published 2019-04-23
Baconian: A Unified Open-source Framework for Model-Based Reinforcement Learning (2019)

Linsen Dong Guanyu Gao Xinyi Zhang Liangyu Chen Yonggang Wen

reinforcement learning testbed robotics computer science software engineering +6 more

arXiv preprint arXiv:1904.10762 Published 2019-04-23
SeqST-ResNet: A Sequential Spatial Temporal ResNet for Task Prediction in Spatial Crowdsourcing (2019)

Dongjun Zhai An Liu Shicheng Chen Zhixu Li Xiangliang Zhang

deep learning crowdsourcing traffic flow machine learning computer science +5 more

International Conference on Database Systems for Advanced Applications 1 citations Published 2019-04-22
Reference-Free Quality Assessment of Sonar Images via Contour Degradation Measurement (2019)

Weiling Chen Ke Gu Weisi Lin Zhifang Xia Patrick Le Callet En Cheng

sonar image quality filter underwater computer vision +6 more

IEEE Transactions on Image Processing 6 citations Published 2019-04-22
Online Collaborative Filtering with Implicit Feedback (2019)

Jianwen Yin Chenghao Liu Jundong Li Bing Tian Dai Yunchen Chen Min Wu Jianling Sun

recommender system collaborative filtering missing data model selection regret +6 more

International Conference on Database Systems for Advanced Applications 3 citations Published 2019-04-22
Deep Anchored Convolutional Neural Networks (2019)

Jiahui Huang Kshitij Dwivedi Gemma Roig

convolutional neural network network architecture kernel redundancy kernel +3 more

arXiv preprint arXiv:1904.09764 Published 2019-04-22
Adversarial Discriminative Denoising for Distant Supervision Relation Extraction (2019)

Bing Liu Huan Gao Guilin Qi Shangfu Duan Tianxing Wu Meng Wang

discriminative model relationship extraction noise reduction knowledge base machine learning +6 more

International Conference on Database Systems for Advanced Applications 2 citations Published 2019-04-22
2D3D-MatchNet: Learning to Match Keypoints Across 2D Image and 3D Point Cloud (2019)

Mengdan Feng Sixing Hu Marcelo Ang Gim Hee Lee

point cloud pose ground truth network architecture computer vision +4 more

arXiv preprint arXiv:1904.09742 1 citations Published 2019-04-22
Machine learning and its potential applications to the genomic study of head and neck cancer—A systematic review (2019)

Shankargouda Patil Shankargouda Patil Kamran Habib Awan Gururaj Arakeri Chaminda Jayampath Seneviratne Nagaraj Muddur Shuaib Malik Marco Ferrari Siavash Rahimi Peter A. Brennan

cancer head and neck cancer cohort study randomized controlled trial support vector machine +6 more

Journal of Oral Pathology & Medicine 6 citations Published 2019-04-21
A Study on Agreement in PICO Span Annotations (2019)

Grace E. Lee Aixin Sun

natural language processing computer science artificial intelligence document filtering

arXiv preprint arXiv:1904.09557 Published 2019-04-21
A Simple Pooling-Based Design for Real-Time Salient Object Detection (2019)

Jiang-Jiang Liu Qibin Hou Ming-Ming Cheng Jiashi Feng Jianmin Jiang

convolutional neural network pooling salience pattern recognition computer science +5 more

arXiv preprint arXiv:1904.09569 1 citations Published 2019-04-21
Hierarchical Meta Learning. (2019)

Yingtian Zou Jiashi Feng

metamodeling generalizability theory machine learning computer science adaptability +4 more

arXiv preprint arXiv:1904.09081 2 citations Published 2019-04-19
Distributed Deep Learning at the Edge: A Novel Proactive and Cooperative Caching Framework for Mobile Edge Networks (2019)

Yuris Mulya Saputra Dinh Thai Hoang Diep N. Nguyen Eryk Dutkiewicz Dusit Niyato Dong In Kim

deep learning server mean squared error private information retrieval data mining +4 more

IEEE Wireless Communications Letters 14 citations Published 2019-04-19

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Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning (2019)

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection (2019)

Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning (2019)

PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis (2019)

PCA-RECT: An Energy-efficient Object Detection Approach for Event Cameras. (2019)

Filling gaps or code choice? Code-switching across generations in colloquial Singapore Mandarin (2019)

Transferable Semi-supervised 3D Object Detection from RGB-D Data (2019)

Bio-Inspired Learning and Adaptation for Optimization and Control of Complex Systems (2019)

Baconian: A Unified Open-source Framework for Model-Based Reinforcement Learning (2019)

SeqST-ResNet: A Sequential Spatial Temporal ResNet for Task Prediction in Spatial Crowdsourcing (2019)

Reference-Free Quality Assessment of Sonar Images via Contour Degradation Measurement (2019)

Online Collaborative Filtering with Implicit Feedback (2019)

Deep Anchored Convolutional Neural Networks (2019)

Adversarial Discriminative Denoising for Distant Supervision Relation Extraction (2019)

2D3D-MatchNet: Learning to Match Keypoints Across 2D Image and 3D Point Cloud (2019)

Machine learning and its potential applications to the genomic study of head and neck cancer—A systematic review (2019)

A Study on Agreement in PICO Span Annotations (2019)

A Simple Pooling-Based Design for Real-Time Salient Object Detection (2019)

Hierarchical Meta Learning. (2019)

Distributed Deep Learning at the Edge: A Novel Proactive and Cooperative Caching Framework for Mobile Edge Networks (2019)