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A Spectral Energy Distance for Parallel Speech Synthesis


Aug 03, 2020
Alexey A. Gritsenko, Tim Salimans, Rianne van den Berg, Jasper Snoek, Nal Kalchbrenner


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IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression


Jun 22, 2020
Rianne van den Berg, Alexey A. Gritsenko, Mostafa Dehghani, Casper Kaae Sønderby, Tim Salimans


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Differentiable probabilistic models of scientific imaging with the Fourier slice theorem


Jun 20, 2019
Karen Ullrich, Rianne van den Berg, Marcus Brubaker, David Fleet, Max Welling

* accepted to UAI 2019 

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Integer Discrete Flows and Lossless Compression


May 23, 2019
Emiel Hoogeboom, Jorn W. T. Peters, Rianne van den Berg, Max Welling


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Emerging Convolutions for Generative Normalizing Flows


Feb 20, 2019
Emiel Hoogeboom, Rianne van den Berg, Max Welling


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Predictive Uncertainty through Quantization


Oct 12, 2018
Bastiaan S. Veeling, Rianne van den Berg, Max Welling


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Sinkhorn AutoEncoders


Oct 03, 2018
Giorgio Patrini, Marcello Carioni, Patrick Forré, Samarth Bhargav, Max Welling, Rianne van den Berg, Tim Genewein, Frank Nielsen

* Submitted to ICLR19 

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Sylvester Normalizing Flows for Variational Inference


Mar 15, 2018
Rianne van den Berg, Leonard Hasenclever, Jakub M. Tomczak, Max Welling

* 12 pages, 4 figures 

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Modeling Relational Data with Graph Convolutional Networks


Oct 26, 2017
Michael Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling


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Graph Convolutional Matrix Completion


Oct 25, 2017
Rianne van den Berg, Thomas N. Kipf, Max Welling

* 9 pages, 3 figures, updated with additional experimental evaluation 

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