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Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation
(2020-11-02) Li, Ruizhe; Li, Xiao; Chen, Guanyi; Lin, Chenghua; University of Aberdeen.Computing Science; University of Aberdeen.Computational Linguistics at Aberdeen
Latent Space Factorisation and Manipulation via Matrix Subspace Projection
(International Machine Learning Society (IMLS), 2020) Li, Xiao; Lin, Chenghua; Li, Ruizhe; Wang, Chaozheng; Guerin, Frank; Daume, Hal; Singh, Aarti; University of Aberdeen.Computing Science
A Stable Variational Autoencoder for Text Modelling
(2019-11-13) Li, Ruizhe; Li, Xiao; Lin, Chenghua; Collinson, Matthew; Mao, Rui; University of Aberdeen.Computing Science; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computational Linguistics at Aberdeen; University of Aberdeen.Cybersecurity and Privacy