ICLR.cc Submissions | OpenReview

Explaining Adversarial Examples with Knowledge Representation

Xingyu Zhou, Tengyu Ma, Huahong Zhang

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

Cutting Down Training Memory by Re-fowarding

Jianwei Feng, Dong Huang

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

Neural Networks with Structural Resistance to Adversarial Attacks

Luca de Alfaro

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

Controlling Over-generalization and its Effect on Adversarial Examples Detection and Generation

Mahdieh Abbasi, Arezoo Rajabi, Azadeh Sadat Mozafari, Rakesh B. Bobba, Christian Gagné

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

Robust Determinantal Generative Classifier for Noisy Labels and Adversarial Attacks

Kimin Lee, Sukmin Yun, Kibok Lee, Honglak Lee, Bo Li, Jinwoo Shin

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

Single Shot Neural Architecture Search Via Direct Sparse Optimization

Xinbang Zhang, Zehao Huang, Naiyan Wang

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

How Training Data Affect the Accuracy and Robustness of Neural Networks for Image Classification

Suhua Lei, Huan Zhang, Ke Wang, Zhendong Su

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

EFFICIENT TWO-STEP ADVERSARIAL DEFENSE FOR DEEP NEURAL NETWORKS

Ting-Jui Chang, Yukun He, Peng Li

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

Adaptive Neural Trees

Ryutaro Tanno, Kai Arulkumaran, Daniel C. Alexander, Antonio Criminisi, Aditya Nori

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

Graph Convolutional Network with Sequential Attention For Goal-Oriented Dialogue Systems

Suman Banerjee, Mitesh M. Khapra

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

Probabilistic Neural-Symbolic Models for Interpretable Visual Question Answering

Ramakrishna Vedantam, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh

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

Neural separation of observed and unobserved distributions

Tavi Halperin, Ariel Ephrat, Yedid Hoshen

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

BNN+: Improved Binary Network Training

Sajad Darabi, Mouloud Belbahri, Matthieu Courbariaux, Vahid Partovi Nia

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

Dynamic Early Terminating of Multiply Accumulate Operations for Saving Computation Cost in Convolutional Neural Networks

Yu-Yi Su, Yung-Chih Chen, Xiang-Xiu Wu, Shih-Chieh Chang

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

SEGEN: SAMPLE-ENSEMBLE GENETIC EVOLUTIONARY NETWORK MODEL

Jiawei Zhang, Limeng Cui, Fisher B. Gouza

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

Local Binary Pattern Networks for Character Recognition

Jeng-Hau Lin, Yunfan Yang, Rajesh K. Gupta, Zhuowen Tu

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

A Model Cortical Network for Spatiotemporal Sequence Learning and Prediction

Jielin Qiu, Ge Huang, Tai Sing Lee

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

Graph Transformer

Yuan Li, Xiaodan Liang, Zhiting Hu, Yinbo Chen, Eric P. Xing

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

Automata Guided Skill Composition

Xiao Li, Yao Ma, Calin Belta

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

Manifold Mixup: Learning Better Representations by Interpolating Hidden States

Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Aaron Courville, Ioannis Mitliagkas, Yoshua Bengio

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

Convolutional Neural Networks combined with Runge-Kutta Methods

Mai Zhu, Bo Chang, Chong Fu

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

Exploring and Enhancing the Transferability of Adversarial Examples

Lei Wu, Zhanxing Zhu, Cheng Tai

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

Invariance and Inverse Stability under ReLU

Jens Behrmann, Sören Dittmer, Pascal Fernsel, Peter Maass

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

Improving Sentence Representations with Multi-view Frameworks

Shuai Tang, Virginia R. de Sa

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

Principled Deep Neural Network Training through Linear Programming

Daniel Bienstock, Gonzalo Muñoz, Sebastian Pokutta

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

The Importance of Norm Regularization in Linear Graph Embedding: Theoretical Analysis and Empirical Demonstration

Yihan Gao, Chao Zhang, Jian Peng, Aditya Parameswaran

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

Learning to Decompose Compound Questions with Reinforcement Learning

Haihong Yang, Han Wang, Shuang Guo, Wei Zhang, Huajun Chen

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

Dimension-Free Bounds for Low-Precision Training

Zheng Li, Christopher De Sa

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

Hint-based Training for Non-Autoregressive Translation

Zhuohan Li, Di He, Fei Tian, Tao Qin, Liwei Wang, Tie-Yan Liu

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

Convergence Guarantees for RMSProp and ADAM in Non-Convex Optimization and an Empirical Comparison to Nesterov Acceleration

Soham De, Anirbit Mukherjee, Enayat Ullah

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

Globally Soft Filter Pruning For Efficient Convolutional Neural Networks

Ke Xu, Xiaoyun Wang, Qun Jia, Jianjing An, Dong Wang

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

Quantization for Rapid Deployment of Deep Neural Networks

Jun Haeng Lee, Sangwon Ha, Saerom Choi, Won-Jo Lee, Seungwon Lee

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

Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Embedded Inference

Jeffrey L. McKinstry, Steven K. Esser, Rathinakumar Appuswamy, Deepika Bablani, John V. Arthur, Izzet B. Yildiz, Dharmendra S. Modha

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

Can I trust you more? Model-Agnostic Hierarchical Explanations

Michael Tsang, Youbang Sun, Dongxu Ren, Beibei Xin, Yan Liu

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

Towards a better understanding of Vector Quantized Autoencoders

Aurko Roy, Ashish Vaswani, Niki Parmar, Arvind Neelakantan

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

Human-Guided Column Networks: Augmenting Deep Learning with Advice

Mayukh Das, Yang Yu, Devendra Singh Dhami, Gautam Kunapuli, Sriraam Natarajan

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

Weakly-supervised Knowledge Graph Alignment with Adversarial Learning

Meng Qu, Jian Tang, Yoshua Bengio

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

RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding

Danushka Bollegala, Huda Hakami, Yuichi Yoshida, Ken-ichi Kawarabayashi

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

Riemannian TransE: Multi-relational Graph Embedding in Non-Euclidean Space

Atsushi Suzuki, Yosuke Enokida, Kenji Yamanishi

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

Why Do Neural Response Generation Models Prefer Universal Replies?

Bowen Wu, Nan Jiang, Zhifeng Gao, Zongsheng Wang, Suke Li, Wenge Rong, Baoxun Wang

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

CGNF: Conditional Graph Neural Fields

Tengfei Ma, Cao Xiao, Junyuan Shang, Jimeng Sun

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

Few-shot Classification on Graphs with Structural Regularized GCNs

Shengzhong Zhang, Ziang Zhou, Zengfeng Huang, Zhongyu Wei

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

Optimization on Multiple Manifolds

Mingyang Yi, Huishuai Zhang, Wei Chen, Zhi-ming Ma, Tie-yan Liu

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

On the Selection of Initialization and Activation Function for Deep Neural Networks

Soufiane Hayou, Arnaud Doucet, Judith Rousseau

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

Online Learning for Supervised Dimension Reduction

Ning Zhang, Qiang Wu

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

Accelerated Sparse Recovery Under Structured Measurements

Ke Li, Jitendra Malik

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

The Cakewalk Method

Uri Patish, Shimon Ullman

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

A fast quasi-Newton-type method for large-scale stochastic optimisation

Adrian Wills, Thomas B. Schön, Carl Jidling

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

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