@misc{dl-13-1, title = {{Auto-Encoding Variational Bayes}}, author = {Kingma, Diederik P. and Welling, Max}, howpublished = {arXiv preprint}, year = {2013}, doi = {10.48550/arXiv.1312.6114}, url = {https://arxiv.org/abs/1312.6114} } @inproceedings{dl-13-2, title = {{Generating Sentences from a Continuous Space}}, author = {Bowman, Samuel R. and Vilnis, Luke and Vinyals, Oriol and Dai, Andrew M. and Jozefowicz, Rafal and Bengio, Samy}, booktitle = {Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning}, year = {2016}, doi = {10.18653/v1/K16-1002}, url = {https://aclanthology.org/K16-1002/} } @misc{dl-13-3, title = {{Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse}}, author = {Lucas, James and Tucker, George and Grosse, Roger and Norouzi, Mohammad}, howpublished = {arXiv preprint}, year = {2019}, doi = {10.48550/arXiv.1911.02469}, url = {https://arxiv.org/abs/1911.02469} }