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Tails of Lipschitz Triangular Flows
Tails of Lipschitz Triangular Flows
P. Jaini, I. Kobyzev, Y. Yu, and M. Brubaker. International Conference on Machine Learning (ICML), 2020
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On Variational Learning of Controllable Representations for Text without Supervision
On Variational Learning of Controllable Representations for Text without Supervision
P. Xu, J. Chi Kit Cheung, and Y. Cao. International Conference on Machine Learning (ICML), 2020
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Unsupervised Multilingual Alignment using Wasserstein Barycenter
Unsupervised Multilingual Alignment using Wasserstein Barycenter
X. Lian, K. Jain, J. Truszkowski, P. Poupart, and Y. Yu. International Joint Conference on Artificial Intelligence (IJCAI), 2020
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Normalizing Flows: An Introduction and Review of Current Methods
Normalizing Flows: An Introduction and Review of Current Methods
I. Kobyzev, S. Prince, and M. Brubaker. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
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On Minimax Optimality of GANs for Robust Mean Estimation
On Minimax Optimality of GANs for Robust Mean Estimation
G. W. Ding, R. Huang, Y. Yu, and K. Wu. International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
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Variational Selective Autoencoder
Variational Selective Autoencoder
*Y. Gong, *H. Hajimirsadeghi, *J. He, *M. Nawhal, T. Durand, and *G. Mori. Advances in Approximate Bayesian Inference (AABI), 2019
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Arbitrarily-conditioned Data Imputation
Arbitrarily-conditioned Data Imputation
M. Carvalho, T. Durand, J. He, N. Mehrasa, and G. Mori. Advances in Approximate Bayesian Inference (AABI), 2019
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