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Wavelet Flow: Fast Training of High Resolution Normalizing Flows
Conference on Neural Information Processing Systems (NeurIPS), 2020
Authors: J. Yu, K. Derpanis, M. Brubaker
Generating Videos of Zero-Shot Compositions of Actions and Objects
European Conference on Computer Vision (ECCV), 2020
Authors: M. Nawhal, M. Zhai, A. Lehrmann , L. Sigal , G. Mori
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
Workshop on Invertible Neural Networks, Normalizing Flows and Explicit Likelihood Models(ICML), 2020
Authors: R. Deng, B. Chang, M. Brubaker , G. Mori , A. Lehrmann
Evaluating Lossy Compression Rates of Deep Generative Models
International Conference on Machine Learning (ICML), 2020
Authors: *S. Huang, *A. Makhzani, Y. Cao , R. Grosse
* Denotes equal contribution
Tails of Lipschitz Triangular Flows
International Conference on Machine Learning (ICML), 2020
Authors: P. Jaini, I. Kobyzev , Y. Yu, M. Brubaker
On Variational Learning of Controllable Representations for Text without Supervision
International Conference on Machine Learning (ICML), 2020
Authors: P. Xu , J. Cheung , Y. Cao
Unsupervised Multilingual Alignment using Wasserstein Barycenter
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Authors: X. Lian, K. Jain, J. Truszkowski , P. Poupart, Y. Yu
Learning User Representations for Open Vocabulary Image Hashtag Prediction
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Authors: T. Durand
Normalizing Flows: An Introduction and Review of Current Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE), 2020
Better Long-Range Dependency by Bootstrapping A Mutual Information Regularizer
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Authors: *Y. Cao , *P. Xu
* Denotes equal contribution