ICLR.cc Submissions | OpenReview

Defending Against Adversarial Examples by Regularized Deep Embedding

Anonymous

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

Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning

Anonymous

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

Learning Compact Embedding Layers via Differentiable Product Quantization

Anonymous

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

On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach

Anonymous

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

Learning Generative Models using Denoising Density Estimators

Anonymous

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

Towards Controllable and Interpretable Face Completion via Structure-Aware and Frequency-Oriented Attentive GANs

Anonymous

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

Benefits of Overparameterization in Single-Layer Latent Variable Generative Models

Anonymous

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

Hydra: Preserving Ensemble Diversity for Model Distillation

Anonymous

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

Yet another but more efficient black-box adversarial attack: tiling and evolution strategies

Anonymous

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

Spatially Parallel Attention and Component Extraction for Scene Decomposition

Anonymous

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

Ellipsoidal Trust Region Methods for Neural Network Training

Anonymous

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

Learning Robust Representations via Multi-View Information Bottleneck

Anonymous

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

Bayesian Variational Autoencoders for Unsupervised Out-of-Distribution Detection

Anonymous

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

Stochastic Latent Residual Video Prediction

Anonymous

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

Rethinking deep active learning: Using unlabeled data at model training

Anonymous

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

Iterative Deep Graph Learning for Graph Neural Networks

Anonymous

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

BOSH: An Efficient Meta Algorithm for Decision-based Attacks

Anonymous

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

Neural Execution of Graph Algorithms

Anonymous

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

Noisy Machines: Understanding noisy neural networks and enhancing robustness to analog hardware errors using distillation

Anonymous

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

ON COMPUTATION AND GENERALIZATION OF GENER- ATIVE ADVERSARIAL IMITATION LEARNING

Anonymous

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

Improving Generalization in Meta Reinforcement Learning using Neural Objectives

Anonymous

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

Understanding the functional and structural differences across excitatory and inhibitory neurons

Anonymous

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

Self-supervised Training of Proposal-based Segmentation via Background Prediction

Anonymous

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

Learning Structured Communication for Multi-agent Reinforcement Learning

Anonymous

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

Unsupervised Spatiotemporal Data Inpainting

Anonymous

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

Event Discovery for History Representation in Reinforcement Learning

Anonymous

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

Calibration, Entropy Rates, and Memory in Language Models

Anonymous

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

On the Relationship between Self-Attention and Convolutional Layers

Anonymous

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

V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control

Anonymous

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

GRASPEL: GRAPH SPECTRAL LEARNING AT SCALE

Anonymous

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

GRAPHS, ENTITIES, AND STEP MIXTURE

Anonymous

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

DYNAMIC SELF-TRAINING FRAMEWORK FOR GRAPH CONVOLUTIONAL NETWORKS

Anonymous

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

Unsupervised Intuitive Physics from Past Experiences

Anonymous

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

Task-Relevant Adversarial Imitation Learning

Anonymous

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

Reinforcement Learning without Ground-Truth State

Anonymous

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

Reweighted Proximal Pruning for Large-Scale Language Representation

Anonymous

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

Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness

Anonymous

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

Quaternion Equivariant Capsule Networks for 3D Point Clouds

Anonymous

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

Scalable Deep Neural Networks via Low-Rank Matrix Factorization

Anonymous

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

DeepV2D: Video to Depth with Differentiable Structure from Motion

Anonymous

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

Learning Cluster Structured Sparsity by Reweighting

Anonymous

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

Transferring Optimality Across Data Distributions via Homotopy Methods

Anonymous

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

Asymptotic learning curves of kernel methods: empirical data v.s. Teacher-Student paradigm

Anonymous

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

Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems

Anonymous

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

Ergodic Inference: Accelerate Convergence by Optimisation

Anonymous

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

Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction

Anonymous

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

Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization

Anonymous

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

Domain-Invariant Representations: A Look on Compression and Weights

Anonymous

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

Contextual Inverse Reinforcement Learning

Anonymous

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

Closed loop deep Bayesian inversion: Uncertainty driven acquisition for fast MRI

Anonymous

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

Disentangling Trainability and Generalization in Deep Learning

Anonymous

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

Attention Interpretability Across NLP Tasks

Anonymous

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

Semi-supervised semantic segmentation needs strong, high-dimensional perturbations

Anonymous

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

Invariance vs Robustness of Neural Networks

Anonymous

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

Neural Epitome Search for Architecture-Agnostic Network Compression

Anonymous

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

Mutual Information Gradient Estimation for Representation Learning

Anonymous

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

Scalable and Order-robust Continual Learning with Additive Parameter Decomposition

Anonymous

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

ASGen: Answer-containing Sentence Generation to Pre-Train Question Generator for Scale-up Data in Question Answering

Anonymous

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

Representation Quality Explain Adversarial Attacks

Anonymous

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

DBA: Distributed Backdoor Attacks against Federated Learning

Anonymous

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

Meta-Learning for Variational Inference

Anonymous

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

Stochastic AUC Maximization with Deep Neural Networks

Anonymous

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

AdaX: Adaptive Gradient Descent with Exponential Long Term Memory

Anonymous

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

FRICATIVE PHONEME DETECTION WITH ZERO DELAY

Anonymous

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

Learning Compact Reward for Image Captioning

Anonymous

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

From English to Foreign Languages: Transferring Pre-trained Language Models

Anonymous

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

PairNorm: Tackling Oversmoothing in GNNs

Anonymous

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

Continuous Convolutional Neural Network forNonuniform Time Series

Anonymous

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

SpectroBank: A filter-bank convolutional layer for CNN-based audio applications

Anonymous

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

Episodic Reinforcement Learning with Associative Memory

Anonymous

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

Mixed Precision Training With 8-bit Floating Point

Anonymous

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

Learning Neural Causal Models from Unknown Interventions

Anonymous

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

Policy Optimization with Stochastic Mirror Descent

Anonymous

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

Unbiased Contrastive Divergence Algorithm for Training Energy-Based Latent Variable Models

Anonymous

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

Searching to Exploit Memorization Effect in Learning from Corrupted Labels

Anonymous

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

Benchmarking Model-Based Reinforcement Learning

Anonymous

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

Variational Autoencoders with Normalizing Flow Decoders

Anonymous

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

Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization

Anonymous

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

Noise Regularization for Conditional Density Estimation

Anonymous

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

Barcodes as summary of objective functions' topology

Anonymous

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

Filter redistribution templates for iteration-lessconvolutional model reduction

Anonymous

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

Understanding Knowledge Distillation in Non-autoregressive Machine Translation

Anonymous

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

Differentially Private Mixed-Type Data Generation For Unsupervised Learning

Anonymous

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

NeurQuRI: Neural Question Requirement Inspector for Answerability Prediction in Machine Reading Comprehension

Anonymous

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

Trajectory growth through random deep ReLU networks

Anonymous

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

Learning transitional skills with intrinsic motivation

Anonymous

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

V4D: 4D Covolutional Neural Networks for Video-level Representations Learning

Anonymous

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

Learning Cross-Context Entity Representations from Text

Anonymous

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

CGT: Clustered Graph Transformer for Urban Spatio-temporal Prediction

Anonymous

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

Lattice Representation Learning

Anonymous

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

PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search

Anonymous

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

A Boolean Task Algebra for Reinforcement Learning

Anonymous

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

Exploring Model-based Planning with Policy Networks

Anonymous

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

Self-Educated Language Agent with Hindsight Experience Replay for Instruction Following

Anonymous

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

Low-Resource Knowledge-Grounded Dialogue Generation

Anonymous

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

Laconic Image Classification: Human vs. Machine Performance

Anonymous

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

Span Recovery for Deep Neural Networks with Applications to Input Obfuscation

Anonymous

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

High performance RNNs with spiking neurons

Anonymous

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

Hamiltonian Generative Networks

Anonymous

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

Self-Induced Curriculum Learning in Neural Machine Translation

Anonymous

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

How can we generalise learning distributed representations of graphs?

Anonymous

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

Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions

Anonymous

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

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding

Anonymous

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

Wildly Unsupervised Domain Adaptation and Its Powerful and Efficient Solution

Anonymous

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

FALCON: Fast and Lightweight Convolution for Compressing and Accelerating CNN

Anonymous

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

Information Geometry of Orthogonal Initializations and Training

Anonymous

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

Atomic Compression Networks

Anonymous

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

Sparse Coding with Gated Learned ISTA

Anonymous

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

SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning

Anonymous

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

Ensemble Distribution Distillation

Anonymous

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

Group-Transformer: Towards A Lightweight Character-level Language Model

Anonymous

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

GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations

Anonymous

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

Meta-learning curiosity algorithms

Anonymous

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

Variational pSOM: Deep Probabilistic Clustering with Self-Organizing Maps

Anonymous

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

Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models

Anonymous

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

SAFE-DNN: A Deep Neural Network with Spike Assisted Feature Extraction for Noise Robust Inference

Anonymous

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

Symmetry and Systematicity

Anonymous

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

Frequency Pooling: Shift-Equivalent and Anti-Aliasing Down Sampling

Anonymous

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

A Graph Neural Network Assisted Monte Carlo Tree Search Approach to Traveling Salesman Problem

Anonymous

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

Variational Template Machine for Data-to-Text Generation

Anonymous

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

Wide Neural Networks are Interpolating Kernel Methods: Impact of Initialization on Generalization

Anonymous

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

Confidence-Calibrated Adversarial Training: Towards Robust Models Generalizing Beyond the Attack Used During Training

Anonymous

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

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference

Anonymous

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

Using Objective Bayesian Methods to Determine the Optimal Degree of Curvature within the Loss Landscape

Anonymous

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

Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks

Anonymous

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

Online Learned Continual Compression with Stacked Quantization Modules

Anonymous

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

Label Cleaning with Likelihood Ratio Test

Anonymous

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

Robust Reinforcement Learning via Adversarial Training with Langevin Dynamics

Anonymous

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

SELF: Learning to Filter Noisy Labels with Self-Ensembling

Anonymous

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

Unknown-Aware Deep Neural Network

Anonymous

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

NESTED LEARNING FOR MULTI-GRANULAR TASKS

Anonymous

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

Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck

Anonymous

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

The Logical Expressiveness of Graph Neural Networks

Anonymous

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

A Probabilistic Formulation of Unsupervised Text Style Transfer

Anonymous

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

Adversarial AutoAugment

Anonymous

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

Understanding Generalization in Recurrent Neural Networks

Anonymous

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

Sequence-level Intrinsic Exploration Model for Partially Observable Domains

Anonymous

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

Unsupervised Clustering using Pseudo-semi-supervised Learning

Anonymous

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

Analyzing Privacy Loss in Updates of Natural Language Models

Anonymous

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

Adversarial training with perturbation generator networks

Anonymous

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

Pareto Optimality in No-Harm Fairness

Anonymous

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

Limitations for Learning from Point Clouds

Anonymous

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

Learning Numeral Embedding

Anonymous

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

Augmenting Self-attention with Persistent Memory

Anonymous

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

ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks

Anonymous

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

Towards Simplicity in Deep Reinforcement Learning: Streamlined Off-Policy Learning

Anonymous

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

Defective Convolutional Layers Learn Robust CNNs

Anonymous

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

Channel Equilibrium Networks

Anonymous

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

Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach

Anonymous

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

A Causal View on Robustness of Neural Networks

Anonymous

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