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  • Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. (2019)

    Zhao Zhang Yan Zhang Guangcan Liu Jinhui Tang Shuicheng Yan Meng Wang
    external data representation feature vector kernel robust statistics factorization +6 more
    arXiv preprint arXiv:1905.10572 1 citations Published 2019-05-25
  • DIANet: Dense-and-Implicit Attention Network. (2019)

    Zhongzhan Huang Senwei Liang Mingfu Liang Haizhao Yang
    normalization contextual image classification machine learning residual computer science +4 more
    arXiv preprint arXiv:1905.10671 4 citations Published 2019-05-25
  • Adversarial sample detection for deep neural network through model mutation testing (2019)

    Jingyi Wang Guoliang Dong Jun Sun Xinyu Wang Peixin Zhang
    mnist database statistical hypothesis testing artificial neural network machine learning adversarial system +3 more
    2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE) 53 citations Published 2019-05-25
  • Privacy Risks of Securing Machine Learning Models against Adversarial Examples (2019)

    Liwei Song Reza Shokri Prateek Mittal
    inference security domain information leakage exploit adversarial system +6 more
    arXiv preprint arXiv:1905.10291 11 citations Published 2019-05-24
  • Neural Collaborative Subspace Clustering (2019)

    Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li
    computer science pattern recognition artificial intelligence subspace clustering
    International Conference on Machine Learning 8 citations Published 2019-05-24
  • COMIC: Multi-view Clustering Without Parameter Selection (2019)

    Xi Peng Zhenyu Huang Jiancheng Lv Hongyuan Zhu Joey Tianyi Zhou
    cluster analysis comics computer science pattern recognition artificial intelligence
    International Conference on Machine Learning 21 citations Published 2019-05-24
  • Collective Model Fusion for Multiple Black-Box Experts. (2019)

    Minh Hoang Nghia Hoang Bryan Kian Hsiang Low Carleton Kingsford
    black box computer science artificial intelligence fusion collective model
    International Conference on Machine Learning 9 citations Published 2019-05-24
  • Three-dimensional image authentication using binarized images in double random phase integral imaging (2019)

    Weitao Song Qijia Cheng Yue Liu Yuanjin Zheng Zhiping Lin Yongtian Wang
    data compression integral imaging encryption cross correlation fourier transform +7 more
    Chinese Optics Letters 1 citations Published 2019-05-23
  • SelectNet: Learning to Sample from the Wild for Imbalanced Data Training (2019)

    Yunru Liu Tingran Gao Haizhao Yang
    supervised learning artificial neural network classifier machine learning resampling +6 more
    arXiv preprint arXiv:1905.09872 Published 2019-05-23
  • RGB laser speckles based 3D profilometry (2019)

    Fuqiang Zhong Ravi Kumar Chenggen Quan
    speckle pattern rgb color model color image monochrome three ccd camera +6 more
    Applied Physics Letters 13 citations Published 2019-05-22
  • Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection. (2019)

    Konstantinos Nikolaidis Stein Kristiansen Vera Goebel Thomas Plagemann Knut Liestøl Mohan Kankanhalli
    perceptron test data generation synthetic data support vector machine random forest +6 more
    arXiv preprint arXiv:1905.09068 1 citations Published 2019-05-22
  • Towards Effective Tactile Identification of Textures using a Hybrid Touch Approach (2019)

    Tasbolat Taunyazov Hui Fang Koh Yan Wu Caixia Cai Harold Soh
    icub recurrent neural network test data robot support vector machine +6 more
    2019 International Conference on Robotics and Automation (ICRA) 7 citations Published 2019-05-21
  • AMR Parsing as Sequence-to-Graph Transduction (2019)

    Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme
    parsing natural language processing computer science artificial intelligence graph
    arXiv preprint arXiv:1905.08704 5 citations Published 2019-05-21
  • UWB/LiDAR Fusion For Cooperative Range-Only SLAM (2019)

    Yang Song Mingyang Guan Wee Peng Tay Choi Look Law Changyun Wen
    simultaneous localization and mapping lidar ranging mobile robot beacon +6 more
    2019 International Conference on Robotics and Automation (ICRA) 9 citations Published 2019-05-20
  • Neural Graph Collaborative Filtering (2019)

    Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua
    collaborative filtering recommender system deep learning embedding bipartite graph +6 more
    arXiv preprint arXiv:1905.08108 27 citations Published 2019-05-20
  • Integrated UWB-Vision Approach for Autonomous Docking of UAVs in GPS-denied Environments (2019)

    Thien-Minh Nguyen Thien Hoang Nguyen Muqing Cao Zhirong Qiu Lihua Xie
    machine vision ranging field of view global positioning system visualization +6 more
    2019 International Conference on Robotics and Automation (ICRA) 4 citations Published 2019-05-20
  • Factored Contextual Policy Search with Bayesian optimization (2019)

    Robert Pinsler Peter Karkus Andras Kupcsik David Hsu Wee Sun Lee
    robot learning bayesian optimization active learning task analysis search algorithm +6 more
    2019 International Conference on Robotics and Automation (ICRA) Published 2019-05-20
  • Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis (2019)

    Guanyu Gao Linsen Dong Huaizheng Zhang Yonggang Wen Wenjun Zeng
    deep learning multimedia computer science artificial intelligence de facto +5 more
    ICC 2019 - 2019 IEEE International Conference on Communications (ICC) 5 citations Published 2019-05-20
  • Constrained Deep Learning for Wireless Resource Management (2019)

    Hoon Lee Sang Hyun Lee Tony Q. S. Quek
    wireless network deep learning distributed computing transmitter power output computer science +6 more
    ICC 2019 - 2019 IEEE International Conference on Communications (ICC) 3 citations Published 2019-05-20
  • Membership Inference Attacks Against Adversarially Robust Deep Learning Models (2019)

    Liwei Song Reza Shokri Prateek Mittal
    inference overfitting security domain robustness deep learning +6 more
    2019 IEEE Security and Privacy Workshops (SPW) 16 citations Published 2019-05-19
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