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Poster
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
Oral
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
Oral
Tue 7:45 Learning Protein Structure with a Differentiable Simulator
John Ingraham · Adam J Riesselman · Chris Sander · Debora Marks
Poster
Tue 14:30 Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension
Rajarshi Das · Tsendsuren Munkhdalai · Eric Yuan · Adam Trischler · Andrew McCallum
Poster
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
Poster
Thu 9:00 A Universal Music Translation Network
Noam Mor · Lior Wolf · Adam Polyak · Yaniv Taigman
Poster
Wed 14:30 Adaptive Gradient Methods with Dynamic Bound of Learning Rate
Liangchen Luo · Yuanhao Xiong · Yan Liu · Xu Sun
Poster
Tue 9:00 Learning Protein Structure with a Differentiable Simulator
John Ingraham · Adam J Riesselman · Chris Sander · Debora Marks
Poster
Wed 14:30 Decoupled Weight Decay Regularization
Ilya Loshchilov · Frank Hutter
Poster
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
Poster
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
Poster
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