Interpolation Consistency Training for Semi-Supervised LearningEI
IJCAI, pp. 3635-3641, 2019.
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