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MNIST results for 100 and 1000 labeled samples for training, compared with Semi-supervised embedding [15], AtlasRBF [43], the Ladder network [9], Improved GAN [44], Virtual adversarial training (VAT) [45], Mutual exclusivity [10] and Learning by association [16]. The best results in each column are shown in bold text.
