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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #1
Kernel Implicit Variational Inference
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #2
Generative networks as inverse problems with Scattering transforms
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #3
Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #4
Large Scale Optimal Transport and Mapping Estimation
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #5
Backpropagation through the Void: Optimizing control variates for black-box gradient estimation
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #6
Activation Maximization Generative Adversarial Nets
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #7
Parameter Space Noise for Exploration
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #8
AmbientGAN: Generative models from lossy measurements
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #9
RESIDUAL LOSS PREDICTION: REINFORCEMENT LEARNING WITH NO INCREMENTAL FEEDBACK
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #10
Mitigating Adversarial Effects Through Randomization
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #11
Understanding Short-Horizon Bias in Stochastic Meta-Optimization
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #12
Towards Reverse-Engineering Black-Box Neural Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #13
The High-Dimensional Geometry of Binary Neural Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #14
On the Discrimination-Generalization Tradeoff in GANs
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #15
Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #16
Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #17
Learning to Multi-Task by Active Sampling
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #18
Learning from Between-class Examples for Deep Sound Recognition
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #19
Emergent Complexity via Multi-Agent Competition
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #20
DORA The Explorer: Directed Outreaching Reinforcement Action-Selection
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #21
Polar Transformer Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #22
Compositional Obverter Communication Learning from Raw Visual Input
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #23
Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #24
Multi-Task Learning for Document Ranking and Query Suggestion
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #25
Adaptive Quantization of Neural Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #26
Interactive Grounded Language Acquisition and Generalization in a 2D World
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #27
Hyperparameter optimization: a spectral approach
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #28
Deep Learning with Logged Bandit Feedback
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Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #29
Generalizing Hamiltonian Monte Carlo with Neural Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #30
Detecting Statistical Interactions from Neural Network Weights
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #31
Robustness of Classifiers to Universal Perturbations: A Geometric Perspective
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #32
Adaptive Dropout with Rademacher Complexity Regularization
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #33
Mixed Precision Training
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #34
SpectralNet: Spectral Clustering using Deep Neural Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #35
Deep Rewiring: Training very sparse deep networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #36
A Neural Representation of Sketch Drawings
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #37
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #38
All-but-the-Top: Simple and Effective Postprocessing for Word Representations
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #39
Graph Attention Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #40
Towards better understanding of gradient-based attribution methods for Deep Neural Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #41
Critical Percolation as a Framework to Analyze the Training of Deep Networks
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Poster
Thu May 03 11:00 AM -- 01:00 PM (PDT) @ East Meeting level; 1,2,3 #42
Learning to Count Objects in Natural Images for Visual Question Answering
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