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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #1
Exponentially vanishing sub-optimal local minima in multilayer neural networks
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Workshop
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #2
The Mirage of Action-Dependent Baselines in Reinforcement Learning
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #3
Gradient-based Optimization of Neural Network Architecture
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #4
Building Generalizable Agents with a Realistic and Rich 3D Environment
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #5
Adaptive Path-Integral Approach for Representation Learning and Planning
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #6
Benefits of Depth for Long-Term Memory of Recurrent Networks
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #7
Accelerating Neural Architecture Search using Performance Prediction
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #8
Faster Discovery of Neural Architectures by Searching for Paths in a Large Model
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #9
DLVM: A modern compiler infrastructure for deep learning systems
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #10
Reconstructing evolutionary trajectories of mutations in cancer
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #11
DeepNCM: Deep Nearest Class Mean Classifiers
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #12
Causal Discovery Using Proxy Variables
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #13
PixelSNAIL: An Improved Autoregressive Generative Model
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #14
PPP-Net: Platform-aware Progressive Search for Pareto-optimal Neural Architectures
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #15
Intriguing Properties of Adversarial Examples
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #16
Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #17
Censoring Representations with Multiple-Adversaries over Random Subspaces
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #18
Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #19
Spectral Capsule Networks
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #20
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #21
Towards Variational Generation of Small Graphs
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #22
Rotational Unit of Memory
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #23
Autoregressive Generative Adversarial Networks
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #24
Regret Minimization for Partially Observable Deep Reinforcement Learning
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting Level 8 + 15 #25
PDE-Net: Learning PDEs from Data
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