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33 Results
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Poster
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Thu 17:00 |
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman · R Devon Hjelm · William Buchwalter |
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Poster
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Wed 17:00 |
A New Distribution on the Simplex with Auto-Encoding Applications Andrew Stirn · Tony Jebara · David Knowles |
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Poster
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Tue 10:45 |
Semi-supervisedly Co-embedding Attributed Networks Zaiqiao Meng · Shangsong Liang · Jinyuan Fang · Teng Xiao |
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Poster
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Wed 17:00 |
The Thermodynamic Variational Objective Vaden Masrani · Tuan Anh Le · Frank Wood |
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Poster
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Wed 17:00 |
Learning Disentangled Representations for Recommendation Jianxin Ma · Chang Zhou · Peng Cui · Hongxia Yang · Wenwu Zhu |
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Poster
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Wed 17:00 |
Zero-shot Learning via Simultaneous Generating and Learning Hyeonwoo Yu · Beomhee Lee |
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Poster
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Tue 17:30 |
On Adversarial Mixup Resynthesis Christopher Beckham · Sina Honari · Alex Lamb · Vikas Verma · Farnoosh Ghadiri · R Devon Hjelm · Yoshua Bengio · Chris Pal |
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Poster
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Wed 17:00 |
Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders Nataša Tagasovska · Damien Ackerer · Thibault Vatter |
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Poster
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Thu 17:00 |
PerspectiveNet: A Scene-consistent Image Generator for New View Synthesis in Real Indoor Environments David Novotny · Ben Graham · Jeremy Reizenstein |
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Poster
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Wed 10:45 |
The continuous Bernoulli: fixing a pervasive error in variational autoencoders Gabriel Loaiza-Ganem · John Cunningham |
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Poster
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Wed 10:45 |
Enabling hyperparameter optimization in sequential autoencoders for spiking neural data Mohammad Reza Keshtkaran · Chethan Pandarinath |
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Poster
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Thu 17:00 |
Disentangling Influence: Using disentangled representations to audit model predictions Charles Marx · Richard Lanas Phillips · Sorelle Friedler · Carlos Scheidegger · Suresh Venkatasubramanian |