Autoencoders
2019
Improving Interpolation in Autoencoders
(ICLR 2019 / David Berthelot, Colin Raffel, Aurko Roy, and Ian Goodfellow) NY
Stacked Capsule Autoencoders
(NeuroIPS 2019 / Adam Roman Kosiorek, Sara Sabour, Yee Whye Teh, and Geoffrey Hinton) NY
Unsupervised speech representation learning using WaveNet autoencoders
(IEEE TASLP 2019 / Jan Chorowski, Ron Weiss, Samy Bengio, and Aäron van den Oord) NY
2018
Deformable Shape Completion with Graph Convolutional Autoencoders
(CVPR 2018 / Or Litany, Alex Bronstein, Michael Bronstein, and Ameesh Makadia) NY
Discrete Autoencoders for Sequence Models
(arXiv 2018 / Lukasz Kaiser and Samy Bengio) NY
Recent Advances in Autoencoder-Based Representation Learning
(NeuroIPS 2018 Workshop /Michael Tschannen, Olivier Frederic Bachem, and Mario Lučić) NY
Unsupervised Natural Language Generation with Denoising Autoencoders
(EMNLP 2018 / Markus Freitag and Scott Roy) NY
Frodo's 
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