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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #1
SNAS: stochastic neural architecture search
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #2
Predict then Propagate: Graph Neural Networks meet Personalized PageRank
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #3
Improving Generalization and Stability of Generative Adversarial Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #4
Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #5
L2-Nonexpansive Neural Networks
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #6
A Variational Inequality Perspective on Generative Adversarial Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #7
PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #8
Revealing interpretable object representations from human behavior
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #9
Robust Conditional Generative Adversarial Networks
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #10
Learning Robust Representations by Projecting Superficial Statistics Out
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #11
Towards GAN Benchmarks Which Require Generalization
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #12
Learning To Solve Circuit-SAT: An Unsupervised Differentiable Approach
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #13
Learnable Embedding Space for Efficient Neural Architecture Compression
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #14
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #15
PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #16
CAMOU: Learning Physical Vehicle Camouflages to Adversarially Attack Detectors in the Wild
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #18
signSGD via Zeroth-Order Oracle
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #19
SOM-VAE: Interpretable Discrete Representation Learning on Time Series
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #20
Generative Code Modeling with Graphs
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #21
Evaluating Robustness of Neural Networks with Mixed Integer Programming
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #22
How Powerful are Graph Neural Networks?
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #23
Graph Wavelet Neural Network
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #24
Whitening and Coloring Batch Transform for GANs
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #25
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #26
Boosting Robustness Certification of Neural Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #27
Conditional Network Embeddings
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #28
Multi-Domain Adversarial Learning
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #29
Learning to Remember More with Less Memorization
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #30
RelGAN: Relational Generative Adversarial Networks for Text Generation
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #31
A Statistical Approach to Assessing Neural Network Robustness
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #32
Robustness May Be at Odds with Accuracy
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #33
Verification of Non-Linear Specifications for Neural Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #34
Capsule Graph Neural Network
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #35
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #36
The Unusual Effectiveness of Averaging in GAN Training
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #37
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #38
Efficient Multi-Objective Neural Architecture Search via Lamarckian Evolution
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #39
On Self Modulation for Generative Adversarial Networks
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #40
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #41
Large Scale Graph Learning From Smooth Signals
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #42
Approximability of Discriminators Implies Diversity in GANs
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #43
On the Sensitivity of Adversarial Robustness to Input Data Distributions
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #44
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #45
GO Gradient for Expectation-Based Objectives
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #46
Discriminator Rejection Sampling
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #47
Don't let your Discriminator be fooled
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #48
Supervised Community Detection with Line Graph Neural Networks
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #49
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #50
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #51
Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #52
Adversarial Imitation via Variational Inverse Reinforcement Learning
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #53
Adversarial Attacks on Graph Neural Networks via Meta Learning
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #54
Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #55
Defensive Quantization: When Efficiency Meets Robustness
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #56
INVASE: Instance-wise Variable Selection using Neural Networks
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #57
Scalable Unbalanced Optimal Transport using Generative Adversarial Networks
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #58
The relativistic discriminator: a key element missing from standard GAN
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #59
Are adversarial examples inevitable?
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #60
Cost-Sensitive Robustness against Adversarial Examples
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #61
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #62
Structured Adversarial Attack: Towards General Implementation and Better Interpretability
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #63
Adversarial Reprogramming of Neural Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #64
Invariant and Equivariant Graph Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #65
Excessive Invariance Causes Adversarial Vulnerability
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #66
On Computation and Generalization of Generative Adversarial Networks under Spectrum Control
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #67
Dynamic Sparse Graph for Efficient Deep Learning
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #68
SPIGAN: Privileged Adversarial Learning from Simulation
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #69
Towards the first adversarially robust neural network model on MNIST
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #70
A Direct Approach to Robust Deep Learning Using Adversarial Networks
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #72
Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures
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Poster
Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #73
Graph HyperNetworks for Neural Architecture Search
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #74
Stochastic Optimization of Sorting Networks via Continuous Relaxations
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #75
LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #76
DyRep: Learning Representations over Dynamic Graphs
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #77
Deep reinforcement learning with relational inductive biases
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #78
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #79
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #80
Improving the Generalization of Adversarial Training with Domain Adaptation
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #81
Sample Efficient Imitation Learning for Continuous Control
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #82
Generalizable Adversarial Training via Spectral Normalization
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #83
Learning Latent Superstructures in Variational Autoencoders for Deep Multidimensional Clustering
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #84
DISTRIBUTIONAL CONCAVITY REGULARIZATION FOR GANS
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Tue May 07 02:30 PM -- 04:30 PM (PDT) @ Great Hall BC #85
The Limitations of Adversarial Training and the Blind-Spot Attack
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