machinelearning.sg
Research Code Jobs News
Research Researchers 4314 Publications 9952 Institutions 42
  • An Efficient Dilated Convolutional Neural Network for UAV Noise Reduction at Low Input SNR (2019)

    Zhi-Wei Tan Anh H. T. Nguyen Andy W. H. Khong
    noise measurement signal to noise ratio noise reduction spectrogram convolutional neural network +6 more
    2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 3 citations Published 2019-11-01
  • Aerial Robots On the Way to Underground: An Experimental Evaluation of VINS-Mono on Visual-Inertial Odometry Camera (2019)

    Leong Jing Chen John Henawy Basaran Bahadir Kocer Gerald Gim Lee Seet
    inertial measurement unit odometry motion analysis global positioning system tracking system +6 more
    2019 International Conference on Data Mining Workshops (ICDMW) Published 2019-11-01
  • A tailored machine learning approach for urban transport network flow estimation (2019)

    Zhiyuan Liu Yang Liu Qiang Meng Qixiu Cheng
    ensemble learning traffic flow transport network machine learning computer science +3 more
    Transportation Research Part C-emerging Technologies 9 citations Published 2019-11-01
  • A Quantitative Analysis Framework for Recurrent Neural Network (2019)

    Xiaoning Du Xiaofei Xie Yi Li Lei Ma Yang Liu Jianjun Zhao
    recurrent neural network scalability software system machine translation security analysis +6 more
    2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE) 1 citations Published 2019-11-01
  • A Novel Procedure for Font Recognition through Deep Learning (2019)

    Saeedeh Zia Jonathan Pan
    optical character recognition font deep learning convolutional neural network speech recognition +6 more
    2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM) Published 2019-11-01
  • A Convolutional Network for Joint Deraining and Dehazing from A Single Image for Autonomous Driving in Rain (2019)

    Hao Sun Marcelo H. Ang Daniela Rus
    object detection convolutional neural network streak synthetic data haze +6 more
    2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Published 2019-11-01
  • A comparative study of 3D reconstruction methods in stereo digital image correlation (2019)

    F.Q. Zhong X.X. Shao C. Quan
    3d reconstruction accuracy and precision line segment digital image correlation least squares +4 more
    Optics and Lasers in Engineering 6 citations Published 2019-11-01
  • A closed-form solution for multi-view color correction with gradient preservation (2019)

    Menghan Xia Jian Yao Zhi Gao Zhi Gao
    color correction image gradient spline pattern recognition parameterized complexity +6 more
    Isprs Journal of Photogrammetry and Remote Sensing 3 citations Published 2019-11-01
  • 3D Reconstruction from A Single Image (2019)

    Guiju Ping Han Wang
    3d reconstruction iterative reconstruction deep learning artificial neural network solid modeling +6 more
    2019 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM) Published 2019-11-01
  • 3D articulated skeleton extraction using a single consumer-grade depth camera (2019)

    Xuequan Lu Zhigang Deng Jun Luo Wenzhi Chen Sai Kit Yeung Ying He
    point cloud euclidean distance pose skinning motion capture +6 more
    Computer Vision and Image Understanding 4 citations Published 2019-11-01
  • Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation and Semantic Frame Selection. (2019)

    Sang-Sang Tan Jin-Cheon Na
    framenet semantic role labeling parsing language model natural language +6 more
    arXiv preprint arXiv:1910.14549 Published 2019-10-31
  • Pedestrian Heading Estimation Based on Spatial Transformer Networks and Hierarchical LSTM (2019)

    Qu Wang Haiyong Luo Langlang Ye Aidong Men Fang Zhao Yan Huang Changhai Ou
    dead reckoning map matching robustness data modeling computer vision +6 more
    IEEE Access 2 citations Published 2019-10-31
  • Occlusion-Free Road Segmentation Leveraging Semantics for Autonomous Vehicles. (2019)

    Kewei Wang Fuwu Yan Bin Zou Luqi Tang Quan Yuan Chen Lv
    convolutional neural network monocular vision segmentation artificial neural network semantic domain +5 more
    Sensors 2 citations Published 2019-10-30
  • Ordered Memory (2019)

    Yikang Shen Shawn Tan Arian Hosseini Zhouhan Lin Alessandro Sordoni Aaron Courville
    memory architecture recurrent neural network deep learning tree structure recursion +5 more
    arXiv: Learning Published 2019-10-29
  • Contrastive Attention Mechanism for Abstractive Sentence Summarization (2019)

    Xiangyu Duan Hoongfei Yu Mingming Yin Min Zhang Weihua Luo Yue Zhang
    sentence automatic summarization natural language processing softmax function computer science +1 more
    arXiv preprint arXiv:1910.13114 Published 2019-10-29
  • Classification Calibration for Long-tail Instance Segmentation. (2019)

    Tao Wang Yu Li Bingyi Kang Junnan Li Jun Hao Liew Sheng Tang Steven C. H. Hoi Jiashi Feng
    segmentation pattern recognition computer science calibration artificial intelligence +2 more
    arXiv preprint arXiv:1910.13081 7 citations Published 2019-10-29
  • What does BERT Learn from Multiple-Choice Reading Comprehension Datasets? (2019)

    Chenglei Si Shuohang Wang Min-Yen Kan Jing Jiang
    reading comprehension multiple choice syntax natural language processing computer science +4 more
    arXiv preprint arXiv:1910.12391 8 citations Published 2019-10-28
  • Machine learning method to ensure robust decision-making of AVs (2019)

    Ramdane Tami Boussaad Soualmi Abdelkrim Doufene Javier Ibanez Justin Dauwels
    robust decision making robustness software deployment computer science machine learning +5 more
    2019 IEEE Intelligent Transportation Systems Conference (ITSC) Published 2019-10-27
  • A Deep Learning Approach to Universal Binary Visible Light Communication Transceiver (2019)

    Hoon Lee Tony Q. S. Quek Sang Hyun Lee
    hamming weight codebook visible light communication artificial neural network deep learning +6 more
    arXiv preprint arXiv:1910.12048 Published 2019-10-26
  • TREE ENHANCED EMBEDDING MODEL PREDICTIVE ANALYSIS METHODS AND SYSTEMS (2019)

    Xiang Wang Xiangnan He Fuli Feng Tat-seng Chua
    feature vector embedding pattern recognition computer science analysis method +2 more
    2 citations Published 2019-10-24
Previous Next
  • About
  • Data
  • Twitter
  • Facebook
  • LinkedIn