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Efficient CDF Approximations for Normalizing Flows


Feb 23, 2022
Chandramouli Shama Sastry, Andreas Lehrmann, Marcus Brubaker, Alexander Radovic


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Point Process Flows


Oct 31, 2019
Nazanin Mehrasa, Ruizhi Deng, Mohamed Osama Ahmed, Bo Chang, Jiawei He, Thibaut Durand, Marcus Brubaker, Greg Mori


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Parity Partition Coding for Sharp Multi-Label Classification


Aug 23, 2019
Christopher G. Blake, Giuseppe Castiglione, Christopher Srinivasa, Marcus Brubaker

* 13 pages 

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Time2Vec: Learning a Vector Representation of Time


Jul 11, 2019
Seyed Mehran Kazemi, Rishab Goel, Sepehr Eghbali, Janahan Ramanan, Jaspreet Sahota, Sanjay Thakur, Stella Wu, Cathal Smyth, Pascal Poupart, Marcus Brubaker


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Tails of Triangular Flows


Jul 10, 2019
Priyank Jaini, Ivan Kobyzev, Marcus Brubaker, Yaoliang Yu


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Diachronic Embedding for Temporal Knowledge Graph Completion


Jul 06, 2019
Rishab Goel, Seyed Mehran Kazemi, Marcus Brubaker, Pascal Poupart


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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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On the Effectiveness of Low Frequency Perturbations


Feb 28, 2019
Yash Sharma, Gavin Weiguang Ding, Marcus Brubaker


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