ICLR Submissions | OpenReview

Policy Tree Network

Zac Wellmer, Sepanta Zeighami, James Kwok

Sep 25, 2019 Blind Submission Readers: everyone

Bias-Resilient Neural Network

Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Fei-Fei Li, Juan Carlos Niebles, Kilian M. Pohl

Sep 25, 2019 Blind Submission Readers: everyone

ASYNCHRONOUS MULTI-AGENT GENERATIVE ADVERSARIAL IMITATION LEARNING

Xin Zhang, Weixiao Huang, Renjie Liao, Yanhua Li

Sep 25, 2019 Blind Submission Readers: everyone

Multiplicative Interactions and Where to Find Them

Siddhant M. Jayakumar, Jacob Menick, Wojciech M. Czarnecki, Jonathan Schwarz, Jack Rae, Simon Osindero, Yee Whye Teh, Tim Harley, Razvan Pascanu

Sep 25, 2019 Blind Submission Readers: everyone

Efficient Training of Robust and Verifiable Neural Networks

Akhilan Boopathy, Lily Weng, Sijia Liu, Pin-Yu Chen, Luca Daniel

Sep 25, 2019 Blind Submission Readers: everyone

Adversarial Video Generation on Complex Datasets

Aidan Clark, Jeff Donahue, Karen Simonyan

Sep 25, 2019 Blind Submission Readers: everyone

Data Augmentation in Training CNNs: Injecting Noise to Images

Murtaza Eren Akbiyik

Sep 25, 2019 Blind Submission Readers: everyone

Variational Diffusion Autoencoders with Random Walk Sampling

Henry Li, Ofir Lindenbaum, Xiuyuan Cheng, Alexander Cloninger

Sep 25, 2019 Blind Submission Readers: everyone

INFERENCE, PREDICTION, AND ENTROPY RATE OF CONTINUOUS-TIME, DISCRETE-EVENT PROCESSES

Sarah Marzen, James P. Crutchfield

Sep 25, 2019 Blind Submission Readers: everyone

Scale-Equivariant Neural Networks with Decomposed Convolutional Filters

Wei Zhu, Qiang Qiu, Robert Calderbank, Guillermo Sapiro, Xiuyuan Cheng

Sep 25, 2019 Blind Submission Readers: everyone

Dynamic Scale Inference by Entropy Minimization

Dequan Wang, Evan Shelhamer, Bruno Olshausen, Trevor Darrell

Sep 25, 2019 Blind Submission Readers: everyone

The Effect of Residual Architecture on the Per-Layer Gradient of Deep Networks

Etai Littwin, Lior Wolf

Sep 25, 2019 Blind Submission Readers: everyone

City Metro Network Expansion with Reinforcement Learning

Yu Wei, Minjia Mao, Xi Zhao, Jianhua Zou

Sep 25, 2019 Blind Submission Readers: everyone

Uncertainty-guided Continual Learning with Bayesian Neural Networks

Sayna Ebrahimi, Mohamed Elhoseiny, Trevor Darrell, Marcus Rohrbach

Sep 25, 2019 Blind Submission Readers: everyone

Thieves on Sesame Street! Model Extraction of BERT-based APIs

Kalpesh Krishna, Gaurav Singh Tomar, Ankur P. Parikh, Nicolas Papernot, Mohit Iyyer

Sep 25, 2019 Blind Submission Readers: everyone

Pure and Spurious Critical Points: a Geometric Study of Linear Networks

Matthew Trager, Kathlén Kohn, Joan Bruna

Sep 25, 2019 Blind Submission Readers: everyone

Dropout: Explicit Forms and Capacity Control

Raman Arora, Peter L. Bartlett, Poorya Mianjy, Nathan Srebro

Sep 25, 2019 Blind Submission Readers: everyone

Verification of Generative-Model-Based Visual Transformations

Matthew Mirman, Timon Gehr, Martin Vechev

Sep 25, 2019 Blind Submission Readers: everyone

Beyond GANs: Transforming without a Target Distribution

Matthew Amodio, David van Dijk, Ruth Montgomery, Guy Wolf, Smita Krishnaswamy

Sep 25, 2019 Blind Submission Readers: everyone

On Variational Learning of Controllable Representations for Text without Supervision

Peng Xu, Yanshuai Cao, Jackie Chi Kit Cheung

Sep 25, 2019 Blind Submission Readers: everyone

Demystifying Graph Neural Network Via Graph Filter Assessment

Yewen Wang, Ziniu Hu, Yusong Ye, Yizhou Sun

Sep 25, 2019 Blind Submission Readers: everyone

Defending Against Physically Realizable Attacks on Image Classification

Tong Wu, Liang Tong, Yevgeniy Vorobeychik

Sep 25, 2019 Blind Submission Readers: everyone

Individualised Dose-Response Estimation using Generative Adversarial Nets

Ioana Bica, James Jordon, Mihaela van der Schaar

Sep 25, 2019 Blind Submission Readers: everyone

Scale-Equivariant Steerable Networks

Ivan Sosnovik, Michał Szmaja, Arnold Smeulders

Sep 25, 2019 Blind Submission Readers: everyone

``"Best-of-Many-Samples" Distribution Matching

Apratim Bhattacharyya, Mario Fritz, Bernt Schiele

Sep 25, 2019 Blind Submission Readers: everyone

Swoosh! Rattle! Thump! - Actions that Sound

Dhiraj Gandhi, Abhinav Gupta, Lerrel Pinto

Sep 25, 2019 Blind Submission Readers: everyone

Near-Zero-Cost Differentially Private Deep Learning with Teacher Ensembles

Lichao Sun, Yingbo Zhou, Jia Li, Richard Socher, Philip S. Yu, Caiming Xiong

Sep 25, 2019 Blind Submission Readers: everyone

Residual Energy-Based Models for Text Generation

Yuntian Deng, Anton Bakhtin, Myle Ott, Arthur Szlam, Marc'Aurelio Ranzato

Sep 25, 2019 Blind Submission Readers: everyone

On the Tunability of Optimizers in Deep Learning

Prabhu Teja S*, Florian Mai*, Thijs Vogels, Martin Jaggi, Francois Fleuret

Sep 25, 2019 Blind Submission Readers: everyone

GUIDEGAN: ATTENTION BASED SPATIAL GUIDANCE FOR IMAGE-TO-IMAGE TRANSLATION

Yu Lin, Yigong Wang, Yifan Li, Zhuoyi Wang, Yang Gao, Latifur Khan

Sep 25, 2019 Blind Submission Readers: everyone

ROBUST GENERATIVE ADVERSARIAL NETWORK

Shufei Zhang, Zhuang Qian, Kaizhu Huang, Rui Zhang, Jimin Xiao

Sep 25, 2019 Blind Submission Readers: everyone

Decoupling Hierarchical Recurrent Neural Networks With Locally Computable Losses

Asier Mujika, Felix Weissenberger, Angelika Steger

Sep 25, 2019 Blind Submission Readers: everyone

Branched Multi-Task Networks: Deciding What Layers To Share

Simon Vandenhende, Stamatios Georgoulis, Bert De Brabandere, Luc Van Gool

Sep 25, 2019 Blind Submission Readers: everyone

Variational pSOM: Deep Probabilistic Clustering with Self-Organizing Maps

Laura Manduchi, Matthias Hüser, Gunnar Rätsch, Vincent Fortuin

Sep 25, 2019 Blind Submission Readers: everyone

Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs

Osman Asif Malik, Shashanka Ubaru, Lior Horesh, Misha E. Kilmer, Haim Avron

Sep 25, 2019 Blind Submission Readers: everyone

Query-efficient Meta Attack to Deep Neural Networks

Jiawei Du, Hu Zhang, Joey Tianyi Zhou, Yi Yang, Jiashi Feng

Sep 25, 2019 Blind Submission Readers: everyone

Mint: Matrix-Interleaving for Multi-Task Learning

Tianhe Yu, Saurabh Kumar, Eric Mitchell, Abhishek Gupta, Karol Hausman, Sergey Levine, Chelsea Finn

Sep 25, 2019 Blind Submission Readers: everyone

Learning to solve the credit assignment problem

Benjamin James Lansdell, Prashanth Ravi Prakash, Konrad Paul Kording

Sep 25, 2019 Blind Submission Readers: everyone

A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES

Krishnamurthy (Dj) Dvijotham, Jamie Hayes, Borja Balle, Zico Kolter, Chongli Qin, Andras Gyorgy, Kai Xiao, Sven Gowal, Pushmeet Kohli

Sep 25, 2019 Blind Submission Readers: everyone

Effective and Robust Detection of Adversarial Examples via Benford-Fourier Coefficients

Chengcheng Ma, Baoyuan Wu, Shibiao Xu, Yanbo Fan, Yong Zhang, Xiaopeng Zhang, Zhifeng Li

Sep 25, 2019 Blind Submission Readers: everyone

Learning To Explore Using Active Neural Mapping

Devendra Singh Chaplot, Saurabh Gupta, Dhiraj Gandhi, Abhinav Gupta, Ruslan Salakhutdinov

Sep 25, 2019 Blind Submission Readers: everyone

Multi-objective Neural Architecture Search via Predictive Network Performance Optimization

Han Shi, Renjie Pi, Hang Xu, Zhenguo Li, James T. Kwok, Tong Zhang

Sep 25, 2019 Blind Submission Readers: everyone

CONFEDERATED MACHINE LEARNING ON HORIZONTALLY AND VERTICALLY SEPARATED MEDICAL DATA FOR LARGE-SCALE HEALTH SYSTEM INTELLIGENCE

Dianbo Liu, Tim Miller, Kenneth Mandl

Sep 25, 2019 Blind Submission Readers: everyone

On Evaluating Explainability Algorithms

Gokula Krishnan Santhanam, Ali Alami-Idrissi, Nuno Mota, Anika Schumann, Ioana Giurgiu

Sep 25, 2019 Blind Submission Readers: everyone

FRICATIVE PHONEME DETECTION WITH ZERO DELAY

Metehan Yurt, Alberto N. Escalante B., Veniamin I. Morgenshtern

Sep 25, 2019 Blind Submission Readers: everyone

Deep Mining: Detecting Anomalous Patterns in Neural Network Activations with Subset Scanning

Skyler Speakman, Celia Cintas, Victor Akinwande, Srihari Sridharan, Edward McFowland III

Sep 25, 2019 Blind Submission Readers: everyone

GRAPHS, ENTITIES, AND STEP MIXTURE

Kyuyong Shin, Wonyoung Shin, Jung-Woo Ha, Sunyoung Kwon

Sep 25, 2019 Blind Submission Readers: everyone

Learning Human Postural Control with Hierarchical Acquisition Functions

Nils Rottmann, Tjasa Kunavar, Jan Babic, Jan Peters, Elmar Rueckert

Sep 25, 2019 Blind Submission Readers: everyone

Unknown-Aware Deep Neural Network

Lei Cao, Yizhou Yan, Samuel Madden, Elke Rundensteiner

Sep 25, 2019 Blind Submission Readers: everyone

Low Bias Gradient Estimates for Very Deep Boolean Stochastic Networks

Adeel Pervez, Taco Cohen, Efstratios Gavves

Sep 25, 2019 Blind Submission Readers: everyone

Controlling generative models with continuous factors of variations

Antoine Plumerault, Hervé Le Borgne, Céline Hudelot

Sep 25, 2019 Blind Submission Readers: everyone

SoftLoc: Robust Temporal Localization under Label Misalignment

Julien Schroeter, Kirill Sidorov, Dave Marshall

Sep 25, 2019 Blind Submission Readers: everyone

Learning Video Representations using Contrastive Bidirectional Transformer

Chen Sun, Fabien Baradel, Kevin Murphy, Cordelia Schmid

Sep 25, 2019 Blind Submission Readers: everyone

ShardNet: One Filter Set to Rule Them All

Saumya Jetley, Tommaso Cavallari, Philip Torr, Stuart Golodetz

Sep 25, 2019 Blind Submission Readers: everyone

Explaining Time Series by Counterfactuals

Sana Tonekaboni, Shalmali Joshi, David Duvenaud, Anna Goldenberg

Sep 25, 2019 Blind Submission Readers: everyone

On the Linguistic Capacity of Real-time Counter Automata

William Merrill

Sep 25, 2019 Blind Submission Readers: everyone

The fairness-accuracy landscape of neural classifiers

Susan Wei, Marc Niethammer

Sep 25, 2019 Blind Submission Readers: everyone

Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue

Byeongchang Kim, Jaewoo Ahn, Gunhee Kim

Sep 25, 2019 Blind Submission Readers: everyone

Corpus Based Amharic Sentiment Lexicon Generation

Girma Neshir, Andeas Rauber, and Solomon Atnafu

Sep 25, 2019 Blind Submission Readers: everyone

Learning Disentangled Representations for CounterFactual Regression

Negar Hassanpour, Russell Greiner

Sep 25, 2019 Blind Submission Readers: everyone

AutoQ: Automated Kernel-Wise Neural Network Quantization

Qian Lou, Feng Guo, Minje Kim, Lantao Liu, Lei Jiang.

Sep 25, 2019 Blind Submission Readers: everyone

MaskConvNet: Training Efficient ConvNets from Scratch via Budget-constrained Filter Pruning

Raden Mu'az Mun'im, Jie Lin, Vijay Chandrasekhar, Koichi Shinoda

Sep 25, 2019 Blind Submission Readers: everyone

Curvature-based Robustness Certificates against Adversarial Examples

Sahil Singla, Soheil Feizi

Sep 25, 2019 Blind Submission Readers: everyone

Pipelined Training with Stale Weights of Deep Convolutional Neural Networks

Lifu Zhang, Tarek S. Abdelrahman

Sep 25, 2019 Blind Submission Readers: everyone

Information Plane Analysis of Deep Neural Networks via Matrix--Based Renyi's Entropy and Tensor Kernels

Kristoffer Wickstrøm, Sigurd Løkse, Michael Kampffmeyer, Shujian Yu, Jose Principe, Robert Jenssen

Sep 25, 2019 Blind Submission Readers: everyone

Disentangled Representation Learning with Sequential Residual Variational Autoencoder

Nanxiang Li, Shabnam Ghaffarzadegan, Liu Ren

Sep 25, 2019 Blind Submission Readers: everyone

IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks

Michael Luo, Jiahao Yao, Richard Liaw, Eric Liang, Ion Stoica

Sep 25, 2019 Blind Submission Readers: everyone

MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics

Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya

Sep 25, 2019 Blind Submission Readers: everyone

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

Aristotelis-Angelos Papadopoulos, Nazim Shaikh, Jiamian Wang, Mohammad Reza Rajati

Sep 25, 2019 Blind Submission Readers: everyone

Learning vector representation of local content and matrix representation of local motion, with implications for V1

Ruiqi Gao, Jianwen Xie, Siyuan Huang, Yufan Ren, Song-Chun Zhu, Ying Nian Wu

Sep 25, 2019 Blind Submission Readers: everyone

Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning

Hengyuan Hu, Jakob N Foerster

Sep 25, 2019 Blind Submission Readers: everyone

Ranking Policy Gradient

Kaixiang Lin, Jiayu Zhou

Sep 25, 2019 Blind Submission Readers: everyone

Data Valuation using Reinforcement Learning

Jinsung Yoon, Sercan O. Arik, Tomas Pfister

Sep 25, 2019 Blind Submission Readers: everyone

Reject Illegal Inputs: Scaling Generative Classifiers with Supervised Deep Infomax

Xin WANG, SiuMing Yiu

Sep 25, 2019 Blind Submission Readers: everyone

VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation

Manoj Kumar, Mohammad Babaeizadeh, Dumitru Erhan, Chelsea Finn, Sergey Levine, Laurent Dinh, Durk Kingma

Sep 25, 2019 Blind Submission Readers: everyone

Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History

Yiheng Zhou, Yulia Tsvetkov, Alan W Black, Zhou Yu

Sep 25, 2019 Blind Submission Readers: everyone

Surrogate-Based Constrained Langevin Sampling With Applications to Optimal Material Configuration Design

Thanh V Nguyen, Youssef Mroueh, Samuel C. Hoffman, Payel Das, Pierre Dognin, Giuseppe Romano, Chinmay Hegde

Sep 25, 2019 Blind Submission Readers: everyone

Dynamic Model Pruning with Feedback

Tao Lin, Sebastian U. Stich, Luis Barba, Daniil Dmitriev, Martin Jaggi

Sep 25, 2019 Blind Submission Readers: everyone

VILD: Variational Imitation Learning with Diverse-quality Demonstrations

Voot Tangkaratt, Bo Han, Mohammad Emtiyaz Khan, Masashi Sugiyama

Sep 25, 2019 Blind Submission Readers: everyone

OPTIMAL BINARY QUANTIZATION FOR DEEP NEURAL NETWORKS

Hadi Pouransari, Oncel Tuzel

Sep 25, 2019 Blind Submission Readers: everyone

Learning Through Limited Self-Supervision: Improving Time-Series Classification Without Additional Data via Auxiliary Tasks

Ian Fox, Harry Rubin-Falcone, Jenna Wiens

Sep 25, 2019 Blind Submission Readers: everyone

Robust Natural Language Representation Learning for Natural Language Inference by Projecting Superficial Words out

Wanyun Cui, Guangyu Zheng, Wei Wang

Sep 25, 2019 Blind Submission Readers: everyone

DSReg: Using Distant Supervision as a Regularizer

Yuxian Meng, Muyu Li, Xiaoya Li, Wei Wu, Fei Wu, Jiwei Li

Sep 25, 2019 Blind Submission Readers: everyone

Harnessing Structures for Value-Based Planning and Reinforcement Learning

Yuzhe Yang, Guo Zhang, Zhi Xu, Dina Katabi

Sep 25, 2019 Blind Submission Readers: everyone

MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning

Yanyan Liang, Yanfeng Zhang, Fangjing Wang, Qian Xu

Sep 25, 2019 Blind Submission Readers: everyone

Non-linear System Identification from Partial Observations via Iterative Smoothing and Learning

Kunal Menda, Jean de Becdelièvre, Jayesh K Gupta, Ilan Kroo, Mykel J. Kochenderfer, Zachary Manchester

Sep 25, 2019 Blind Submission Readers: everyone

Policy Message Passing: A New Algorithm for Probabilistic Graph Inference

Zhiwei Deng, Greg Mori

Sep 25, 2019 Blind Submission Readers: everyone

Learning Mahalanobis Metric Spaces via Geometric Approximation Algorithms

Diego Ihara, Neshat Mohammadi, Anastasios Sidiropoulos

Sep 25, 2019 Blind Submission Readers: everyone

On Understanding Knowledge Graph Representation

Carl Allen*, Ivana Balazevic*, Timothy M Hospedales

Sep 25, 2019 Blind Submission Readers: everyone

Learning to Prove Theorems by Learning to Generate Theorems

Mingzhe Wang, Jia Deng

Sep 25, 2019 Blind Submission Readers: everyone

Augmenting Self-attention with Persistent Memory

Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample, Herve Jegou, Armand Joulin

Sep 25, 2019 Blind Submission Readers: everyone

Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control

Nir Levine, Yinlam Chow, Rui Shu, Ang Li, Mohammad Ghavamzadeh, Hung Bui

Sep 25, 2019 Blind Submission Readers: everyone

Realism Index: Interpolation in Generative Models With Arbitrary Prior

Łukasz Struski, Jacek Tabor, Igor Podolak, Aleksandra Nowak, Krzysztof Maziarz

Sep 25, 2019 Blind Submission Readers: everyone

Fully Convolutional Graph Neural Networks using Bipartite Graph Convolutions

Marcel Nassar, Xin Wang, Evren Tumer

Sep 25, 2019 Blind Submission Readers: everyone

Adaptive Structural Fingerprints for Graph Attention Networks

Kai Zhang, Yaokang Zhu, Jun Wang, Jie Zhang

Sep 25, 2019 Blind Submission Readers: everyone

Selective sampling for accelerating training of deep neural networks

Berry Weinstein, Shai Fine, Yacov Hel-Or

Sep 25, 2019 Blind Submission Readers: everyone

Hierarchical Graph-to-Graph Translation for Molecules

Wengong Jin, Regina Barzilay, Tommi Jaakkola

Sep 25, 2019 Blind Submission Readers: everyone

MelNet: A Generative Model for Audio in the Frequency Domain

Sean Vasquez, Mike Lewis

Sep 25, 2019 Blind Submission Readers: everyone

Weakly Supervised Disentanglement with Guarantees

Rui Shu, Yining Chen, Abhishek Kumar, Stefano Ermon, Ben Poole

Sep 25, 2019 Blind Submission Readers: everyone

End-to-end learning of energy-based representations for irregularly-sampled signals and images

Ronan Fablet, Lucas Drumetz, François Rousseau

Sep 25, 2019 Blind Submission Readers: everyone

Reparameterized Variational Divergence Minimization for Stable Imitation

Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Eric Horvitz, Bill Dolan

Sep 25, 2019 Blind Submission Readers: everyone

SloMo: Improving Communication-Efficient Distributed SGD with Slow Momentum

Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael Rabbat

Sep 25, 2019 Blind Submission Readers: everyone

Symplectic Recurrent Neural Networks

Zhengdao Chen, Jianyu Zhang, Martin Arjovsky, Léon Bottou

Sep 25, 2019 Blind Submission Readers: everyone

TrojanNet: Exposing the Danger of Trojan Horse Attack on Neural Networks

Chuan Guo, Ruihan Wu, Kilian Q. Weinberger

Sep 25, 2019 Blind Submission Readers: everyone

SRDGAN: learning the noise prior for Super Resolution with Dual Generative Adversarial Networks

Jingwei GUAN, Cheng PAN, Songnan LI and Dahai YU

Sep 25, 2019 Blind Submission Readers: everyone

Detecting malicious PDF using CNN

Raphael Fettaya, Yishay Mansour

Sep 25, 2019 Blind Submission Readers: everyone

Novelty Search in representational space for sample efficient exploration

Ruo Yu Tao, Vincent François-Lavet, Joelle Pineau

Sep 25, 2019 Blind Submission Readers: everyone

Gradients as Features for Deep Representation Learning

Fangzhou Mu, Yingyu Liang, Yin Li

Sep 25, 2019 Blind Submission Readers: everyone

DeepSphere: a graph-based spherical CNN

Michaël Defferrard, Martino Milani, Frédérick Gusset, Nathanaël Perraudin

Sep 25, 2019 Blind Submission Readers: everyone

Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks

Henning Petzka, Linara Adilova, Michael Kamp, Cristian Sminchisescu

Sep 25, 2019 Blind Submission Readers: everyone

Robust Cross-lingual Embeddings from Parallel Sentences

Ali Sabet, Prakhar Gupta, Jean-Baptiste Cordonnier, Robert West, Martin Jaggi

Sep 25, 2019 Blind Submission Readers: everyone

Counterfactuals uncover the modular structure of deep generative models

Michel Besserve, Arash Mehrjou, Remy Sun, Bernhard Schoelkopf

Sep 25, 2019 Blind Submission Readers: everyone

Deep probabilistic subsampling for task-adaptive compressed sensing

Iris A.M. Huijben, Bastiaan S. Veeling, Ruud J.G. van Sloun

Sep 25, 2019 Blind Submission Readers: everyone

Graph Constrained Reinforcement Learning for Natural Language Action Spaces

Prithviraj Ammanabrolu, Matthew Hausknecht

Sep 25, 2019 Blind Submission Readers: everyone

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

Jun Liu, Beitong Zhou, Weigao Sun, Ruijuan Chen, Claire J. Tomlin, Ye Yuan

Sep 25, 2019 Blind Submission Readers: everyone

Unaligned Image-to-Sequence Transformation with Loop Consistency

Siyang Wang, Justin Lazarow, Kwonjoon Lee, Zhuowen Tu

Sep 25, 2019 Blind Submission Readers: everyone

Progressive Compressed Records: Taking a Byte Out of Deep Learning Data

Michael Kuchnik, George Amvrosiadis, Virginia Smith

Sep 25, 2019 Blind Submission Readers: everyone

Training a Constrained Natural Media Painting Agent using Reinforcement Learning

Biao Jia, Jonathan Brandt, Radomir Mech, Ning Xu, Byungmoon Kim, Dinesh Manocha

Sep 25, 2019 Blind Submission Readers: everyone

Disentangling Improves VAEs' Robustness to Adversarial Attacks

Matthew Willetts, Alexander Camuto, Stephen Roberts, Chris Holmes

Sep 25, 2019 Blind Submission Readers: everyone

Exploring Cellular Protein Localization Through Semantic Image Synthesis

Daniel Li, Qiang Ma, Andrew Liu, Justin Cheung, Dana Pe’er, Itsik Pe’er

Sep 25, 2019 Blind Submission Readers: everyone

A closer look at the approximation capabilities of neural networks

Kai Fong Ernest Chong

Sep 25, 2019 Blind Submission Readers: everyone

Encoder-Agnostic Adaptation for Conditional Language Generation

Zachary M. Ziegler, Luke Melas-Kyriazi, Sebastian Gehrmann, Alexander M. Rush

Sep 25, 2019 Blind Submission Readers: everyone

Better Knowledge Retention through Metric Learning

Ke Li*, Shichong Peng*, Kailas Vodrahalli*, Jitendra Malik

Sep 25, 2019 Blind Submission Readers: everyone

Robust Learning with Jacobian Regularization

Judy Hoffman, Daniel A. Roberts, Sho Yaida

Sep 25, 2019 Blind Submission Readers: everyone

CAN ALTQ LEARN FASTER: EXPERIMENTS AND THEORY

Bowen Weng, Huaqing Xiong, Yingbin Liang, Wei Zhang

Sep 25, 2019 Blind Submission Readers: everyone

Graph Convolutional Reinforcement Learning

Jiechuan Jiang, Chen Dun, Tiejun Huang, Zongqing Lu

Sep 25, 2019 Blind Submission Readers: everyone

A NEW POINTWISE CONVOLUTION IN DEEP NEURAL NETWORKS THROUGH EXTREMELY FAST AND NON PARAMETRIC TRANSFORMS

Joonhyun Jeong, Sung-Ho Bae

Sep 25, 2019 Blind Submission Readers: everyone

Making the Shoe Fit: Architectures, Initializations, and Tuning for Learning with Privacy

Nicolas Papernot, Steve Chien, Shuang Song, Abhradeep Thakurta, Ulfar Erlingsson

Sep 25, 2019 Blind Submission Readers: everyone

Toward Understanding Generalization of Over-parameterized Deep ReLU network trained with SGD in Student-teacher Setting

Yuandong Tian

Sep 25, 2019 Blind Submission Readers: everyone

Ordinary differential equations on graph networks

Juntang Zhuang, Nicha Dvornek, Xiaoxiao Li, James S. Duncan

Sep 25, 2019 Blind Submission Readers: everyone

Poincaré Wasserstein Autoencoder

Ivan Ovinnikov

Sep 25, 2019 Blind Submission Readers: everyone

Learning Neural Surrogate Model for Warm-Starting Bayesian Optimization

Haotian Zhang, Jian Sun, Zongben Xu

Sep 25, 2019 Blind Submission Readers: everyone

Monotonic Multihead Attention

Xutai Ma, Juan Miguel Pino, James Cross, Liezl Puzon, Jiatao Gu

Sep 25, 2019 Blind Submission Readers: everyone

Music Source Separation in the Waveform Domain

Alexandre Defossez, Nicolas Usunier, Leon Bottou, Francis Bach

Sep 25, 2019 Blind Submission Readers: everyone

The Ingredients of Real World Robotic Reinforcement Learning

Henry Zhu, Justin Yu, Abhishek Gupta, Dhruv Shah, Kristian Hartikainen, Avi Singh, Vikash Kumar, Sergey Levine

Sep 25, 2019 Blind Submission Readers: everyone

Self-Attentional Credit Assignment for Transfer in Reinforcement Learning

Johan Ferret, Raphaël Marinier, Matthieu Geist, Olivier Pietquin

Sep 25, 2019 Blind Submission Readers: everyone

Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems

Atsushi Nitanda, Geoffrey Chinot, Taiji Suzuki

Sep 25, 2019 Blind Submission Readers: everyone

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

Yufei Wang*, Ziju Shen*, Zichao Long, Bin Dong

Sep 25, 2019 Blind Submission Readers: everyone

Discovering the compositional structure of vector representations with Role Learning Networks

Paul Soulos, Tom McCoy, Tal Linzen, Paul Smolensky

Sep 25, 2019 Blind Submission Readers: everyone

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

Zhihao Xing, Shikui Tu

Sep 25, 2019 Blind Submission Readers: everyone

Model-Augmented Actor-Critic: Backpropagating through Paths

Ignasi Clavera, Yao Fu, Pieter Abbeel

Sep 25, 2019 Blind Submission Readers: everyone

Few-shot Text Classification with Distributional Signatures

Yujia Bao, Menghua Wu, Shiyu Chang, Regina Barzilay

Sep 25, 2019 Blind Submission Readers: everyone

Towards Verified Robustness under Text Deletion Interventions

Johannes Welbl, Po-Sen Huang, Robert Stanforth, Sven Gowal, Krishnamurthy (Dj) Dvijotham, Martin Szummer, Pushmeet Kohli

Sep 25, 2019 Blind Submission Readers: everyone

A bi-diffusion based layer-wise sampling method for deep learning in large graphs

Yu He, Shiyang Wen, Wenjin Wu, Yan Zhang, Siran Yang, Yuan Wei, Di Zhang, Guojie Song, Wei Lin, Liang Wang, Bo Zheng

Sep 25, 2019 Blind Submission Readers: everyone

Noise Regularization for Conditional Density Estimation

Jonas Rothfuss, Fabio Ferreira, Simon Boehm, Simon Walther, Maxim Ulrich, Tamim Asfour, Andreas Krause

Sep 25, 2019 Blind Submission Readers: everyone

Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment

Masahiro Kato, Yoshihiro Fukuhara, Hirokatsu Kataoka, Shigeo Morishima

Sep 25, 2019 Blind Submission Readers: everyone

Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML

Aniruddh Raghu, Maithra Raghu, Samy Bengio, Oriol Vinyals

Sep 25, 2019 Blind Submission Readers: everyone

Transition Based Dependency Parser for Amharic Language Using Deep Learning

Mizanu Zelalem, Million Meshesha (PhD)

Sep 25, 2019 Blind Submission Readers: everyone

Fast Task Inference with Variational Intrinsic Successor Features

Steven Hansen, Will Dabney, Andre Barreto, David Warde-Farley, Tom Van de Wiele, Volodymyr Mnih

Sep 25, 2019 Blind Submission Readers: everyone

V1Net: A computational model of cortical horizontal connections

Vijay Veerabadran, Virginia R. de Sa

Sep 25, 2019 Blind Submission Readers: everyone