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26 Results
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Poster
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Wed 17:00 |
Semi-Implicit Graph Variational Auto-Encoders Arman Hasanzadeh · Ehsan Hajiramezanali · Krishna Narayanan · Nick Duffield · Mingyuan Zhou · Xiaoning Qian |
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Poster
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Tue 17:30 |
Importance Weighted Hierarchical Variational Inference Artem Sobolev · Dmitry Vetrov |
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Poster
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Thu 17:00 |
Paraphrase Generation with Latent Bag of Words Yao Fu · Yansong Feng · John Cunningham |
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Poster
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Wed 17:00 |
Tensor Monte Carlo: Particle Methods for the GPU era Laurence Aitchison |
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Poster
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Wed 17:00 |
Amortized Bethe Free Energy Minimization for Learning MRFs Sam Wiseman · Yoon Kim |
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Poster
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Tue 17:30 |
Triad Constraints for Learning Causal Structure of Latent Variables Ruichu Cai · Feng Xie · Clark Glymour · Zhifeng Hao · Kun Zhang |
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Poster
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Wed 10:45 |
Precision-Recall Balanced Topic Modelling Seppo Virtanen · Mark Girolami |
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Poster
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Tue 17:30 |
Co-Generation with GANs using AIS based HMC Tiantian Fang · Alex Schwing |
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Poster
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Wed 17:00 |
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks Cagatay Yildiz · Markus Heinonen · Harri Lahdesmaki |
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Poster
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Tue 10:45 |
Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions Murat Kocaoglu · Amin Jaber · Karthikeyan Shanmugam · Elias Bareinboim |
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Poster
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Tue 10:45 |
Re-examination of the Role of Latent Variables in Sequence Modeling Guokun Lai · Zihang Dai · Yiming Yang · Shinjae Yoo |
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Poster
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Wed 10:45 |
BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling Lars Maaløe · Marco Fraccaro · Valentin Liévin · Ole Winther |