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20 Results
Poster
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Wed 14:30 |
On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization Xiangyi Chen · Sijia Liu · Ruoyu Sun · Mingyi Hong |
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Oral
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Tue 8:00 |
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset Curtis Hawthorne · Andriy Stasyuk · Adam Roberts · Ian Simon · Anna Huang · Sander Dieleman · Erich K Elsen · Jesse Engel · Douglas Eck |
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Oral
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Tue 7:45 |
Learning Protein Structure with a Differentiable Simulator John Ingraham · Adam J Riesselman · Chris Sander · Debora Marks |
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Poster
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Tue 14:30 |
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das · Tsendsuren Munkhdalai · Eric Yuan · Adam Trischler · Andrew McCallum |
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Poster
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Tue 14:30 |
Deep reinforcement learning with relational inductive biases Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia |
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Poster
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Thu 9:00 |
A Universal Music Translation Network Noam Mor · Lior Wolf · Adam Polyak · Yaniv Taigman |
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Poster
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Wed 14:30 |
Adaptive Gradient Methods with Dynamic Bound of Learning Rate Liangchen Luo · Yuanhao Xiong · Yan Liu · Xu Sun |
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Poster
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Tue 9:00 |
Learning Protein Structure with a Differentiable Simulator John Ingraham · Adam J Riesselman · Chris Sander · Debora Marks |
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Poster
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Wed 14:30 |
Decoupled Weight Decay Regularization Ilya Loshchilov · Frank Hutter |
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Poster
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Tue 9:00 |
Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach Wenda Zhou · Victor Veitch · Morgane Austern · Ryan P Adams · Peter Orbanz |
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Poster
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Thu 9:00 |
Hyperbolic Attention Networks Caglar Gulcehre · Misha Denil · Mateusz Malinowski · Ali Razavi · Razvan Pascanu · Karl Moritz Hermann · Victor Bapst · Victor Bapst · Adam Santoro · Nando de Freitas |
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Poster
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Wed 9:00 |
An Empirical Study of Example Forgetting during Deep Neural Network Learning Mariya Toneva · Alessandro Sordoni · Remi Combes · Adam Trischler · Yoshua Bengio · Geoffrey Gordon |