ICLR.cc Submissions | OpenReview

Unsupervised Universal Self-Attention Network for Graph Classification

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Mutual Exclusivity as a Challenge for Deep Neural Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Mildly Overparametrized Neural Nets can Memorize Training Data Efficiently

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Ordinary differential equations on graph networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Multigrid Neural Memory

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Coherent Gradients: An Approach to Understanding Generalization in Gradient Descent-based Optimization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Generalized Domain Adaptation with Covariate and Label Shift CO-ALignment

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

A Mean-Field Theory for Kernel Alignment with Random Features in Generative Adverserial Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Gradients as Features for Deep Representation Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Generalization through Memorization: Nearest Neighbor Language Models

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Deep Interaction Processes for Time-Evolving Graphs

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

On Concept-Based Explanations in Deep Neural Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Unsupervised Progressive Learning and the STAM Architecture

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Semantics Preserving Adversarial Attacks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Unsupervised Out-of-Distribution Detection with Batch Normalization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

To Relieve Your Headache of Training an MRF, Take AdVIL

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Extreme Value k-means Clustering

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Unsupervised Generative 3D Shape Learning from Natural Images

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Implicit Bias of Gradient Descent based Adversarial Training on Separable Data

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Towards Scalable Imitation Learning for Multi-Agent Systems with Graph Neural Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Path Space for Recurrent Neural Networks with ReLU Activations

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Kernelized Wasserstein Natural Gradient

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Robust And Interpretable Blind Image Denoising Via Bias-Free Convolutional Neural Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Adjustable Real-time Style Transfer

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Improving Sequential Latent Variable Models with Autoregressive Flows

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

PowerSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Understanding and Improving Information Transfer in Multi-Task Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Decoupling Representation and Classifier for Long-Tailed Recognition

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Self-Supervised GAN Compression

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Hindsight Trust Region Policy Optimization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

On the Evaluation of Conditional GANs

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

ProtoAttend: Attention-Based Prototypical Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Modeling question asking using neural program generation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Learning to Generate Grounded Visual Captions without Localization Supervision

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Gradient Surgery for Multi-Task Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Improved Sample Complexities for Deep Neural Networks and Robust Classification via an All-Layer Margin

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Stochastic Weight Averaging in Parallel: Large-Batch Training That Generalizes Well

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Data Valuation using Reinforcement Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Probabilistic modeling the hidden layers of deep neural networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

A Simple Randomization Technique for Generalization in Deep Reinforcement Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Improving Confident-Classifiers For Out-of-distribution Detection

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Compressed Sensing with Deep Image Prior and Learned Regularization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Real or Not Real, that is the Question

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Visual Explanation for Deep Metric Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Why do These Match? Explaining the Behavior of Image Similarity Models

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

If MaxEnt RL is the Answer, What is the Question?

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Consistency Regularization for Generative Adversarial Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Bio-Inspired Hashing for Unsupervised Similarity Search

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Incorporating BERT into Neural Machine Translation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

SoftAdam: Unifying SGD and Adam for better stochastic gradient descent

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Unsupervised Temperature Scaling: Robust Post-processing Calibration for Domain Shift

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Accelerated Variance Reduced Stochastic Extragradient Method for Sparse Machine Learning Problems

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

A Base Model Selection Methodology for Efficient Fine-Tuning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Consistency-Based Semi-Supervised Active Learning: Towards Minimizing Labeling Budget

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Distance-Based Learning from Errors for Confidence Calibration

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

A SIMPLE AND EFFECTIVE FRAMEWORK FOR PAIRWISE DEEP METRIC LEARNING

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Dynamic Instance Hardness

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Multilingual Alignment of Contextual Word Representations

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over the Simplex

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Forecasting Deep Learning Dynamics with Applications to Hyperparameter Tuning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

BatchEnsemble: an Alternative Approach to Efficient Ensemble and Lifelong Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Reconstructing continuous distributions of 3D protein structure from cryo-EM images

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

NeuralUCB: Contextual Bandits with Neural Network-Based Exploration

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Quantized Reinforcement Learning (QuaRL)

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Learning from Positive and Unlabeled Data with Adversarial Training

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Mixed-curvature Variational Autoencoders

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Graph Neural Networks for Soft Semi-Supervised Learning on Hypergraphs

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

DeepEnFM: Deep neural networks with Encoder enhanced Factorization Machine

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Black-box Adversarial Attacks with Bayesian Optimization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Reducing Computation in Recurrent Networks by Selectively Updating State Neurons

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Simultaneous Classification and Out-of-Distribution Detection Using Deep Neural Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Semi-Supervised Generative Modeling for Controllable Speech Synthesis

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Contextual Text Style Transfer

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Neural Arithmetic Units

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Removing the Representation Error of GAN Image Priors Using the Deep Decoder

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

iSparse: Output Informed Sparsification of Neural Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

A Closer Look at the Optimization Landscapes of Generative Adversarial Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

INSTANCE CROSS ENTROPY FOR DEEP METRIC LEARNING

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Self-Supervised Learning of Appliance Usage

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Unsupervised Model Selection for Variational Disentangled Representation Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Scale-Equivariant Steerable Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Truth or backpropaganda? An empirical investigation of deep learning theory

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Neural networks are a priori biased towards Boolean functions with low entropy

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Extreme Tensoring for Low-Memory Preconditioning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Efficient and Information-Preserving Future Frame Prediction and Beyond

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

COMBINED FLEXIBLE ACTIVATION FUNCTIONS FOR DEEP NEURAL NETWORKS

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Deep neuroethology of a virtual rodent

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

AdvectiveNet: An Eulerian-Lagrangian Fluidic Reservoir for Point Cloud Processing

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

GRAPH ANALYSIS AND GRAPH POOLING IN THE SPATIAL DOMAIN

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Learning Surrogate Losses

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Continuous Graph Flow

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Are Transformers universal approximators of sequence-to-sequence functions?

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Deep RL for Blood Glucose Control: Lessons, Challenges, and Opportunities

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Three-Head Neural Network Architecture for AlphaZero Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Reparameterized Variational Divergence Minimization for Stable Imitation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Certified Defenses for Adversarial Patches

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Training Deep Neural Networks by optimizing over nonlocal paths in hyperparameter space

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Conditional Invertible Neural Networks for Guided Image Generation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Compositional Embeddings: Joint Perception and Comparison of Class Label Sets

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Statistical Verification of General Perturbations by Gaussian Smoothing

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Measuring causal influence with back-to-back regression: the linear case

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

COPHY: Counterfactual Learning of Physical Dynamics

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Inductive and Unsupervised Representation Learning on Graph Structured Objects

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Deep Symbolic Superoptimization Without Human Knowledge

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Model-based Saliency for the Detection of Adversarial Examples

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Accelerating Reinforcement Learning Through GPU Atari Emulation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

GOING BEYOND TOKEN-LEVEL PRE-TRAINING FOR EMBEDDING-BASED LARGE-SCALE RETRIEVAL

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Weakly Supervised Disentanglement with Guarantees

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Consistent Meta-Reinforcement Learning via Model Identification and Experience Relabeling

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

The Generalization-Stability Tradeoff in Neural Network Pruning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Zero-Shot Policy Transfer with Disentangled Attention

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Invertible generative models for inverse problems: mitigating representation error and dataset bias

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Regularizing Deep Multi-Task Networks using Orthogonal Gradients

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Efficient Probabilistic Logic Reasoning with Graph Neural Networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Incremental RNN: A Dynamical View.

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Learning to Remember from a Multi-Task Teacher

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Stabilizing Transformers for Reinforcement Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Reformer: The Efficient Transformer

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

SGD with Hardness Weighted Sampling for Distributionally Robust Deep Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Adaptive Adversarial Imitation Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Combining MixMatch and Active Learning for Better Accuracy with Fewer Labels

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Learning to Reach Goals Without Reinforcement Learning

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

GLAD: Learning Sparse Graph Recovery

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

The intriguing role of module criticality in the generalization of deep networks

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Knowledge Hypergraphs: Prediction Beyond Binary Relations

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Inducing Stronger Object Representations in Deep Visual Trackers

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Safe Policy Learning for Continuous Control

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Residual Energy-Based Models for Text Generation

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

AugMix: A Simple Method to Improve Robustness and Uncertainty under Data Shift

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Curvature-based Robustness Certificates against Adversarial Examples

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Model Architecture Controls Gradient Descent Dynamics: A Combinatorial Path-Based Formula

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Scalable Neural Learning for Verifiable Consistency with Temporal Specifications

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Regularization Matters in Policy Optimization

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone

Octave Graph Convolutional Network

Anonymous

Sep 25, 2019 ICLR 2020 Conference Blind Submission Readers: everyone