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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
Wed 9:00 How to train your MAML
Antreas Antoniou · Harrison Edwards · Amos Storkey
Poster
Wed 14:30 A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
Akhilesh Deepak Gotmare · Nitish Shirish Keskar · Caiming Xiong · richard socher
Poster
Wed 9:00 Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based RL
Anusha Nagabandi · Chelsea Finn · Sergey Levine
Workshop
Mon 15:30 Deep Learning to Predict Student Outcomes
Poster
Wed 9:00 M^3RL: Mind-aware Multi-agent Management Reinforcement Learning
Tianmin Shu · Yuandong Tian
Poster
Thu 9:00 Learning Implicitly Recurrent CNNs Through Parameter Sharing
Pedro Savarese · Michael Maire
Poster
Thu 14:30 Attention, Learn to Solve Routing Problems!
Wouter Kool · Herke van Hoof · Max Welling
Poster
Wed 9:00 Reward Constrained Policy Optimization
Chen Tessler · Daniel J Mankowitz · Shie Mannor
Poster
Wed 9:00 Supervised Policy Update for Deep Reinforcement Learning
Quan Vuong · Yiming Zhang · Keith Ross
Poster
Thu 9:00 Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
Yikang Shen · Shawn Tan · Alessandro Sordoni · Aaron Courville
Poster
Wed 14:30 Towards Understanding Regularization in Batch Normalization
Ping Luo · Xinjiang Wang · wenqi shao · Zhanglin Peng