ICLR.cc Submissions | OpenReview

Deep Denoising: Rate-Optimal Recovery of Structured Signals with a Deep Prior

Reinhard Heckel, Wen Huang, Paul Hand, Vladislav Voroninski

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Perception-Aware Point-Based Value Iteration for Partially Observable Markov Decision Processes

Mahsa Ghasemi, Ufuk Topcu

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Towards Consistent Performance on Atari using Expert Demonstrations

Tobias Pohlen, Bilal Piot, Todd Hester, Mohammad Gheshlaghi Azar, Dan Horgan, David Budden, Gabriel Barth-Maron, Hado van Hasselt, John Quan, Mel Večerík, Matteo Hessel, Rémi Munos, Olivier Pietquin

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Manifold Alignment via Feature Correspondence

Jay S. Stanley III, Guy Wolf, Smita Krishnaswamy

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Consistent Jumpy Predictions for Videos and Scenes

Ananya Kumar, S. M. Ali Eslami, Danilo Rezende, Marta Garnelo, Fabio Viola, Edward Lockhart, Murray Shanahan

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

LEARNING ADVERSARIAL EXAMPLES WITH RIEMANNIAN GEOMETRY

Shufei Zhang, Kaizhu Huang, Rui Zhang, Amir Hussain

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

On Tighter Generalization Bounds for Deep Neural Networks: CNNs, ResNets, and Beyond

Xingguo Li, Junwei Lu, Zhaoran Wang, Jarvis Haupt, Tuo Zhao

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

DEEP GEOMETRICAL GRAPH CLASSIFICATION

Mostafa Rahmani, Ping Li

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Hierarchically Clustered Representation Learning

Su-Jin Shin, Kyungwoo Song, Il-Chul Moon

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

A Deep Learning Approach for Dynamic Survival Analysis with Competing Risks

Changhee Lee, Mihaela van der Schaar

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Locally Linear Unsupervised Feature Selection

Guillaume DOQUET, Michèle SEBAG

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Scalable Neural Theorem Proving on Knowledge Bases and Natural Language

Pasquale Minervini, Matko Bosnjak, Tim Rocktäschel, Edward Grefenstette, Sebastian Riedel

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks

Jinghui Chen, Jinfeng Yi, Quanquan Gu

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

ACTRCE: Augmenting Experience via Teacher’s Advice

Yuhuai Wu, Harris Chan, Jamie Kiros, Sanja Fidler, Jimmy Ba

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning data-derived privacy preserving representations from information metrics

Martin Bertran, Natalia Martinez, Afroditi Papadaki, Qiang Qiu, Miguel Rodrigues, Guillermo Sapiro

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Probabilistic Federated Neural Matching

Mikhail Yurochkin, Mayank Agarwal, Soumya Ghosh, Kristjan Greenewald, Nghia Hoang, Yasaman Khazaeni

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning to Refer to 3D Objects with Natural Language

Panos Achlioptas, Judy E. Fan, Robert X.D. Hawkins, Noah D. Goodman, Leo Guibas

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Monge-Amp\`ere Flow for Generative Modeling

Linfeng Zhang, Weinan E, Lei Wang

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Negotiating Team Formation Using Deep Reinforcement Learning

Yoram Bachrach, Richard Everett, Edward Hughes, Angeliki Lazaridou, Joel Leibo, Marc Lanctot, Mike Johanson, Wojtek Czarnecki, Thore Graepel

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Why do deep convolutional networks generalize so poorly to small image transformations?

Aharon Azulay, Yair Weiss

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Psychophysical vs. learnt texture representations in novelty detection

Michael Grunwald, Matthias Hermann, Fabian Freiberg, Matthias O. Franz

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

A fully automated periodicity detection in time series

Tom Puech, Matthieu Boussard

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Downsampling leads to Image Memorization in Convolutional Autoencoders

Adityanarayanan Radhakrishnan, Caroline Uhler, Mikhail Belkin

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

CDeepEx: Contrastive Deep Explanations

Amir Feghahati, Christian R. Shelton, Michael J. Pazzani, Kevin Tang

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Pooling Is Neither Necessary nor Sufficient for Appropriate Deformation Stability in CNNs

Avraham Ruderman, Neil C. Rabinowitz, Ari S. Morcos, Daniel Zoran

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Meta-Learning to Guide Segmentation

Kate Rakelly*, Evan Shelhamer*, Trevor Darrell, Alexei A. Efros, Sergey Levine

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

A theoretical framework for deep and locally connected ReLU network

Yuandong Tian

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

FAST OBJECT LOCALIZATION VIA SENSITIVITY ANALYSIS

Mohammad K. Ebrahimpour, David C. Noelle

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Generative Feature Matching Networks

Cicero Nogueira dos Santos, Inkit Padhi, Pierre Dognin, Youssef Mroueh

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Generative Adversarial Models for Learning Private and Fair Representations

Chong Huang, Xiao Chen, Peter Kairouz, Lalitha Sankar, Ram Rajagopal

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Understanding & Generalizing AlphaGo Zero

Ravichandra Addanki, Mohammad Alizadeh, Shaileshh Bojja Venkatakrishnan, Devavrat Shah, Qiaomin Xie, Zhi Xu

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Link Prediction in Hypergraphs using Graph Convolutional Networks

Naganand Yadati, Vikram Nitin, Madhav Nimishakavi, Prateek Yadav, Anand Louis, Partha Talukdar

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

RedSync : Reducing Synchronization Traffic for Distributed Deep Learning

Jiarui Fang, Cho-Jui Hsieh

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

PRUNING IN TRAINING: LEARNING AND RANKING SPARSE CONNECTIONS IN DEEP CONVOLUTIONAL NETWORKS

Yanwei Fu, Shun Zhang, Donghao Li, Xinwei Sun, Xiangyang Xue, Yuan Yao

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Integral Pruning on Activations and Weights for Efficient Neural Networks

Qing Yang, Wei Wen, Zuoguan Wang, Yiran Chen, Hai Li

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Penetrating the Fog: the Path to Efficient CNN Models

Kun Wan, Boyuan Feng, Shu Yang, Yufei Ding

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

ACIQ: Analytical Clipping for Integer Quantization of neural networks

Ron Banner, Yury Nahshan, Elad Hoffer, Daniel Soudry

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

PRUNING WITH HINTS: AN EFFICIENT FRAMEWORK FOR MODEL ACCELERATION

Wei Gao, Yi Wei, Quanquan Li, Hongwei Qin, Wanli Ouyang, Junjie Yan

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Progressive Weight Pruning Of Deep Neural Networks Using ADMM

Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Kaidi Xu, Yunfei Yang, Fuxun Yu, Jian Tang, Makan Fardad, Sijia Liu, Xiang Chen, Xue Lin, Yanzhi Wang

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Understanding Opportunities for Efficiency in Single-image Super Resolution Networks

Royson Lee, Nic Lane, Marko Stankovic, Sourav Bhattacharya

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Actor-Attention-Critic for Multi-Agent Reinforcement Learning

Shariq Iqbal, Fei Sha

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

On the Margin Theory of Feedforward Neural Networks

Colin Wei, Jason Lee, Qiang Liu, Tengyu Ma

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Are adversarial examples inevitable?

Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Open Loop Hyperparameter Optimization and Determinantal Point Processes

Jesse Dodge, Kevin Jamieson, Noah Smith

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Cross-Task Knowledge Transfer for Visually-Grounded Navigation

Devendra Singh Chaplot, Lisa Lee, Ruslan Salakhutdinov, Devi Parikh, Dhruv Batra

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Expanding the Reach of Federated Learning by Reducing Client Resource Requirements

Sebastian Caldas, Jakub Konečný, Brendan McMahan, Ameet Talwalkar

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Generative Adversarial Self-Imitation Learning

Junhyuk Oh, Yijie Guo, Satinder Singh, Honglak Lee

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Diverse Machine Translation with a Single Multinomial Latent Variable

Tianxiao Shen, Myle Ott, Michael Auli, Marc’Aurelio Ranzato

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning and Planning with a Semantic Model

Yi Wu, Yuxin Wu, Aviv Tamar, Stuart Russell, Georgia Gkioxari, Yuandong Tian

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Visual Imitation with a Minimal Adversary

Scott Reed, Yusuf Aytar, Ziyu Wang, Tom Paine, Aäron van den Oord, Tobias Pfaff, Sergio Gomez, Alexander Novikov, David Budden, Oriol Vinyals

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL

Tom Le Paine, Sergio Gomez, Ziyu Wang, Scott Reed, Yusuf Aytar, Tobias Pfaff, Matt Hoffman, Gabriel Barth-Maron, Serkan Cabi, David Budden, Nando de Freitas

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Mixed Precision Quantization of ConvNets via Differentiable Neural Architecture Search

Bichen Wu, Yanghan Wang, Peizhao Zhang, Yuandong Tian, Peter Vajda, Kurt Keutzer

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Language Modeling with Graph Temporal Convolutional Networks

Hongyin Luo, Yichen Li, Jie Fu, James Glass

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Lipschitz regularized Deep Neural Networks generalize

Adam M. Oberman, Jeff Calder

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Count-Based Exploration with the Successor Representation

Marlos C. Machado, Marc G. Bellemare, Michael Bowling

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Precision Highway for Ultra Low-precision Quantization

Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, Peter Vajda

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Graph Neural Networks with Generated Parameters for Relation Extraction

Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-seng Chua and Maosong Sun

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Cohen Welling bases & SO(2)-Equivariant classifiers using Tensor nonlinearity.

Muthuvel Murugan, K Venkata Subrahmanyam

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Out-of-Sample Extrapolation with Neuron Editing

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

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks

Sanghyun Hong, Michael Davinroy, Yigitcan Kaya, Stuart Nevans Locke, Ian Rackow, Kevin Kulda, Dana Dachman-Soled, Tudor Dumitraș

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Analyzing Federated Learning through an Adversarial Lens

Arjun Nitin Bhagoji, Supriyo Chakraborty, Seraphin Calo, Prateek Mittal

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Knows When it Doesn’t Know: Deep Abstaining Classifiers

Sunil Thulasidasan, Tanmoy Bhattacharya, Jeffrey Bilmes, Gopinath Chennupati, Jamal Mohd-Yusof

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Simple Black-box Adversarial Attacks

Chuan Guo, Jacob R. Gardner, Yurong You, Andrew G. Wilson, Kilian Q. Weinberger

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Modulating transfer between tasks in gradient-based meta-learning

Erin Grant, Ghassen Jerfel, Katherine Heller, Thomas L. Griffiths

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Approximation capability of neural networks on sets of probability measures and tree-structured data

Tomáš Pevný, Vojtěch Kovařík

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Uncertainty in Multitask Transfer Learning

Alexandre Lacoste, Boris Oreshkin, Wonchang Chung, Thomas Boquet, Negar Rostamzadeh, David Krueger

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Compound Density Networks

Agustinus Kristiadi, Asja Fischer

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Adversarial Examples Are a Natural Consequence of Test Error in Noise

Nicolas Ford, Justin Gilmer, Ekin D. Cubuk

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Stochastic Adversarial Video Prediction

Alex X. Lee, Richard Zhang, Frederik Ebert, Pieter Abbeel, Chelsea Finn, Sergey Levine

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

On Generalization Bounds of a Family of Recurrent Neural Networks

Minshuo Chen, Xingguo Li, Tuo Zhao

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

N-Ary Quantization for CNN Model Compression and Inference Acceleration

Günther Schindler, Wolfgang Roth, Franz Pernkopf, Holger Fröning

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

AntMan: Sparse Low-Rank Compression To Accelerate RNN Inference

Samyam Rajbhandari, Harsh Shrivastava, Yuxiong He

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Convolutional CRFs for Semantic Segmentation

Marvin Teichmann, Roberto Cipolla

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Holographic and other Point Set Distances for Machine Learning

Lukas Balles, Thomas Fischbacher

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Pixel Redrawn For A Robust Adversarial Defense

Jiacang Ho, Dae-Ki Kang

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

HIGHLY EFFICIENT 8-BIT LOW PRECISION INFERENCE OF CONVOLUTIONAL NEURAL NETWORKS

Haihao Shen, Jiong Gong, Xiaoli Liu, Guoming Zhang, Ge Jin, and Eric Lin

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Modulated Variational Auto-Encoders for Many-to-Many Musical Timbre Transfer

Adrien Bitton, Philippe Esling, Axel Chemla-Romeu-Santos

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Geometry aware convolutional filters for omnidirectional images representation

Renata Khasanova, Pascal Frossard

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

A CASE STUDY ON OPTIMAL DEEP LEARNING MODEL FOR UAVS

Chandan Kumar, Subrahmanyam Vaddi, Aishwarya Sarkar

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Deep Perm-Set Net: Learn to predict sets with unknown permutation and cardinality using deep neural networks

S. Hamid Rezatofighi, Roman Kaskman, Farbod T. Motlagh, Qinfeng Shi, Daniel Cremers, Laura Leal-Taixé, Ian Reid

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

DEEP-TRIM: REVISITING L1 REGULARIZATION FOR CONNECTION PRUNING OF DEEP NETWORK

Chih-Kuan Yeh, Ian E.H. Yen, Hong-You Chen, Chun-Pei Yang, Shou-De Lin, Pradeep Ravikumar

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

INTERPRETABLE CONVOLUTIONAL FILTER PRUNING

Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning Internal Dense But External Sparse Structures of Deep Neural Network

Yiqun Duan

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Understand the dynamics of GANs via Primal-Dual Optimization

Songtao Lu, Rahul Singh, Xiangyi Chen, Yongxin Chen, Mingyi Hong

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Do Language Models Have Common Sense?

Trieu H. Trinh, Quoc V. Le

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Prototypical Examples in Deep Learning: Metrics, Characteristics, and Utility

Nicholas Carlini, Ulfar Erlingsson, Nicolas Papernot

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning From the Experience of Others: Approximate Empirical Bayes in Neural Networks

Han Zhao, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Geoff Gordon

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Pearl: Prototype lEArning via Rule Lists

Tianfan Fu*, Tian Gao*, Cao Xiao*, Tengfei Ma*, Jimeng Sun

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Optimal margin Distribution Network

Shen-Huan Lv, Lu Wang, Zhi-Hua Zhou

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

An Information-Theoretic Metric of Transferability for Task Transfer Learning

Yajie Bao, Yang Li, Shao-Lun Huang, Lin Zhang, Amir R. Zamir, Leonidas J. Guibas

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Selective Convolutional Units: Improving CNNs via Channel Selectivity

Jongheon Jeong, Jinwoo Shin

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Sufficient Conditions for Robustness to Adversarial Examples: a Theoretical and Empirical Study with Bayesian Neural Networks

Yarin Gal, Lewis Smith

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Empirical Bounds on Linear Regions of Deep Rectifier Networks

Thiago Serra, Srikumar Ramalingam

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Provable Defenses against Spatially Transformed Adversarial Inputs: Impossibility and Possibility Results

Xinyang Zhang, Yifan Huang, Chanh Nguyen, Shouling Ji, Ting Wang

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

On Meaning-Preserving Adversarial Perturbations for Sequence-to-Sequence Models

Paul Michel, Graham Neubig, Xian Li, Juan Miguel Pino

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Collapse of deep and narrow neural nets

Lu Lu, Yanhui Su, George Em Karniadakis

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Diminishing Batch Normalization

Yintai Ma, Diego Klabjan

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

The Nonlinearity Coefficient - Predicting Generalization in Deep Neural Networks

George Philipp, Jaime G. Carbonell

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Multi-way Encoding for Robustness to Adversarial Attacks

Donghyun Kim, Sarah Adel Bargal, Jianming Zhang, Stan Sclaroff

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Improved robustness to adversarial examples using Lipschitz regularization of the loss

Chris Finlay, Adam M. Oberman, Bilal Abbasi

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

CONTROLLING COVARIATE SHIFT USING EQUILIBRIUM NORMALIZATION OF WEIGHTS

Aaron Defazio

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Implicit Maximum Likelihood Estimation

Ke Li, Jitendra Malik

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Mental Fatigue Monitoring using Brain Dynamics Preferences

Yuangang Pan, Avinash K Singh, Ivor W. Tsang, Chin-teng Lin

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Gradient-based learning for F-measure and other performance metrics

Yu Gai, Zheng Zhang, Kyunghyun Cho

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA

Rudrasis Chakraborty, Jose Bouza, Jonathan Manton, Baba C. Vemuri

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

REPRESENTATION COMPRESSION AND GENERALIZATION IN DEEP NEURAL NETWORKS

Ravid Shwartz-Ziv, Amichai Painsky, Naftali Tishby

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Distributionally Robust Optimization Leads to Better Generalization: on SGD and Beyond

Jikai Hou, Kaixuan Huang, Zhihua Zhang

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

A Priori Estimates of the Generalization Error for Two-layer Neural Networks

Lei Wu, Chao Ma, Weinan E

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Online Hyperparameter Adaptation via Amortized Proximal Optimization

Paul Vicol, Jeffery Z. HaoChen, Roger Grosse

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Adversarial Exploration Strategy for Self-Supervised Imitation Learning

Zhang-Wei Hong, Tsu-Jui Fu, Tzu-Yun Shann, Yi-Hsiang Chang, Chun-Yi Lee

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

On Learning Heteroscedastic Noise Models within Differentiable Bayes Filters

Alina Kloss, Jeannette Bohg

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Manifold regularization with GANs for semi-supervised learning

Bruno Lecouat, Chuan-Sheng Foo, Houssam Zenati, Vijay Chandrasekhar

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels

Or Litany, Daniel Freedman

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning

Marvin Zhang*, Sharad Vikram*, Laura Smith, Pieter Abbeel, Matthew Johnson, Sergey Levine

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Selective Self-Training for semi-supervised Learning

Jisoo Jeong, Seungeui Lee, Nojun Kwak

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Dissecting an Adversarial framework for Information Retrieval

Ameet Deshpande, Mitesh M.Khapra

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning Latent Semantic Representation from Pre-defined Generative Model

Jin-Young Kim, Sung-Bae Cho

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Adversarial Information Factorization

Antonia Creswell, Yumnah Mohamied, Biswa Sengupta, Anil Bharath

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

TequilaGAN: How To Easily Identify GAN Samples

Rafael Valle, Wilson Cai, Anish P. Doshi

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Guided Evolutionary Strategies: Escaping the curse of dimensionality in random search

Niru Maheswaranathan, Luke Metz, George Tucker, Dami Choi, Jascha Sohl-Dickstein

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

DL2: Training and Querying Neural Networks with Logic

Marc Fischer, Mislav Balunovic, Dana Drachsler-Cohen, Timon Gehr, Ce Zhang, Martin Vechev

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Déjà Vu: An Empirical Evaluation of the Memorization Properties of Convnets

Alexandre Sablayrolles, Matthijs Douze, Cordelia Schmid, Hervé Jégou

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

iRDA Method for Sparse Convolutional Neural Networks

Xiaodong Jia, Liang Zhao, Lian Zhang, Juncai He, Jinchao Xu

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Variation Network: Learning High-level Attributes for Controlled Input Manipulation

Gaëtan Hadjeres

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Consistency-based anomaly detection with adaptive multiple-hypotheses predictions

Duc Tam Nguyen, Zhongyu Lou, Michael Klar, Thomas Brox

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

VARIATIONAL SGD: DROPOUT , GENERALIZATION AND CRITICAL POINT AT THE END OF CONVEXITY

Michael Tetelman

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning to remember: Dynamic Generative Memory for Continual Learning

Oleksiy Ostapenko, Mihai Puscas, Tassilo Klein, Moin Nabi

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks

Patrick Schwab, Lorenz Linhardt, Walter Karlen

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Pyramid Recurrent Neural Networks for Multi-Scale Change-Point Detection

Zahra Ebrahimzadeh, Min Zheng, Selcuk Karakas, Samantha Kleinberg

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

BIGSAGE: unsupervised inductive representation learning of graph via bi-attended sampling and global-biased aggregating

Xin Luo, Hankz Hankui Zhuo

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Stochastic Learning of Additive Second-Order Penalties with Applications to Fairness

Heinrich Jiang, Yifan Wu, Ofir Nachum

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning to Augment Influential Data

Donghoon Lee, Chang D. Yoo

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Generative Adversarial Network Training is a Continual Learning Problem

Kevin J Liang, Chunyuan Li, Guoyin Wang, Lawrence Carin

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Multi-objective training of Generative Adversarial Networks with multiple discriminators

Isabela Albuquerque, João Monteiro, Thang Doan, Breandan Considine, Tiago Falk, Ioannis Mitliagkas

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Few-Shot Intent Inference via Meta-Inverse Reinforcement Learning

Kelvin Xu, Ellis Ratner, Anca Dragan, Sergey Levine, Chelsea Finn

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Latent Domain Transfer: Crossing modalities with Bridging Autoencoders

Yingtao Tian, Jesse Engel

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

How Important is a Neuron

Kedar Dhamdhere, Mukund Sundararajan, Qiqi Yan

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

TENSOR RING NETS ADAPTED DEEP MULTI-TASK LEARNING

Xinqi Chen, Ming Hou, Guoxu Zhou, Qibin Zhao

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Overcoming Multi-model Forgetting

Yassine Benyahia*, Kaicheng Yu*, Kamil Bennani-Smires, Martin Jaggi, Anthony Davison, Mathieu Salzmann, Claudiu Musat

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Learning to Separate Domains in Generalized Zero-Shot and Open Set Learning: a probabilistic perspective

Hanze Dong, Yanwei Fu, Leonid Sigal, SungJu Hwang, Yu-Gang Jiang, Xiangyang Xue

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Uncovering Surprising Behaviors in Reinforcement Learning via Worst-case Analysis

Avraham Ruderman, Richard Everett, Bristy Sikder, Hubert Soyer, Jonathan Uesato, Ananya Kumar, Charlie Beattie, Pushmeet Kohli

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Efficient Codebook and Factorization for Second Order Representation Learning

Pierre jacob, David Picard, Aymeric Histace, Edouard Klein

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Metric-Optimized Example Weights

Sen Zhao, Mahdi Milani Fard, Maya Gupta

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Unsupervised classification into unknown number of classes

Sungyeob Han, Daeyoung Kim, Jungwoo Lee

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations

Alex Lamb, Jonathan Binas, Anirudh Goyal, Dmitriy Serdyuk, Sandeep Subramanian, Ioannis Mitliagkas, Yoshua Bengio

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Better Accuracy with Quantified Privacy: Representations Learned via Reconstructive Adversarial Network

Sicong Liu, Anshumali Shrivastava, Junzhao Du, Lin Zhong

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Sample-efficient policy learning in multi-agent Reinforcement Learning via meta-learning

Jialian Li, Hang Su, Jun Zhu

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

UaiNets: From Unsupervised to Active Deep Anomaly Detection

Tiago Pimentel, Marianne Monteiro, Juliano Viana, Adriano Veloso, Nivio Ziviani

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

RANDOM MASK: Towards Robust Convolutional Neural Networks

Tiange Luo, Tianle Cai, Mengxiao Zhang, Siyu Chen, Liwei Wang

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone

Differentially Private Federated Learning: A Client Level Perspective

Robin C. Geyer, Tassilo J. Klein, Moin Nabi

Sep 27, 2018 ICLR 2019 Conference Blind Submission Readers: everyone