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33 Results
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Poster
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Tue 18:30 |
Variational Memory Addressing in Generative Models Jörg Bornschein · Andriy Mnih · Daniel Zoran · Danilo Jimenez Rezende |
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Poster
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Wed 18:30 |
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders Artur Speiser · Jinyao Yan · Evan Archer · Lars Buesing · Srinivas C Turaga · Jakob H Macke |
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Poster
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Mon 18:30 |
Tomography of the London Underground: a Scalable Model for Origin-Destination Data Nicolò Colombo · Ricardo Silva · Soong Moon Kang |
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Poster
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Wed 18:30 |
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes Taylor Killian · Samuel Daulton · Finale Doshi-Velez · George Konidaris |
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Poster
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Tue 18:30 |
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data Wei-Ning Hsu · Yu Zhang · James Glass |
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Poster
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Tue 18:30 |
Learning Overcomplete HMMs Vatsal Sharan · Sham Kakade · Percy Liang · Gregory Valiant |
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Poster
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Mon 18:30 |
On clustering network-valued data Soumendu Sundar Mukherjee · Purnamrita Sarkar · Lizhen Lin |
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Poster
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Mon 18:30 |
Predictive State Recurrent Neural Networks Carlton Downey · Ahmed Hefny · Byron Boots · Geoffrey Gordon · Boyue Li |
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Poster
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Wed 18:30 |
Linear Time Computation of Moments in Sum-Product Networks Han Zhao · Geoffrey Gordon |
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Poster
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Mon 18:30 |
Multi-way Interacting Regression via Factorization Machines Mikhail Yurochkin · XuanLong Nguyen · nikolaos Vasiloglou |
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Poster
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Wed 18:30 |
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning Akash Srivastava · Lazar Valkov · Chris Russell · Michael Gutmann · Charles Sutton |
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Poster
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Tue 18:30 |
Predictive-State Decoders: Encoding the Future into Recurrent Networks Arun Venkatraman · Nicholas Rhinehart · Wen Sun · Lerrel Pinto · Martial Hebert · Byron Boots · Kris Kitani · J. Bagnell |