Interpolation Consistency Training for Semi-Supervised LearningEI

    Cited by: 30|Bibtex|102|

    IJCAI, pp. 3635-3641, 2019.

    Abstract:

    We introduce Interpolation Consistency Training (ICT), a simple and computation efficient algorithm for training Deep Neural Networks in the semi-supervised learning paradigm. ICT encourages the prediction at an interpolation of unlabeled points to be consistent with the interpolation of the predictions at those points. In classification ...More
    Your rating :
    0

     

    Tags
    Comments