Information-theoretic regularization for learning global features by sequential VAE |
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Authors: | Akuzawa Kei Iwasawa Yusuke Matsuo Yutaka |
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Affiliation: | 1.Graduate School of Engineering, The University of Tokyo, Tokyo, Japan ; |
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Abstract: | Machine Learning - Sequential variational autoencoders (VAEs) with a global latent variable z have been studied for disentangling the global features of data, which is useful for several downstream... |
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