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Adversarial Training Methods for Semi-Supervised Text Classification

, , и . (2016)cite arxiv:1605.07725Comment: Published as a conference paper at ICLR 2017.

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Takeru Onoda

 

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Spectral Norm Regularization for Improving the Generalizability of Deep Learning., и . CoRR, (2017)Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning., , , и . IEEE Trans. Pattern Anal. Mach. Intell., 41 (8): 1979-1993 (2019)Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning, , , и . (2017)cite arxiv:1704.03976Comment: To be appeared in IEEE Transactions on Pattern Analysis and Machine Intelligence.Invariance-adapted decomposition and Lasso-type contrastive learning., , и . CoRR, (2022)Contrastive Representation Learning with Trainable Augmentation Channel., , , и . CoRR, (2021)Unsupervised Discrete Representation Learning., , , , и . Explainable AI, том 11700 из Lecture Notes in Computer Science, Springer, (2019)Collaging on Internal Representations: An Intuitive Approach for Semantic Transfiguration., , , и . CoRR, (2018)Neural Multi-scale Image Compression., , , и . ACCV (6), том 11366 из Lecture Notes in Computer Science, стр. 718-732. Springer, (2018)cGANs with Projection Discriminator., и . ICLR (Poster), OpenReview.net, (2018)Distributional Smoothing by Virtual Adversarial Examples., , , , и . ICLR (Poster), (2016)