2019.12.08 Learning papers

12-04-2019	A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers by Walter Vinci et al
12-06-2019	Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning by Jannik Zürn et al
12-04-2019	AlgaeDICE: Policy Gradient from Arbitrary Experience by Ofir Nachum et al
12-05-2019	Audio-Visual Target Speaker Extraction on Multi-Talker Environment using Event-Driven Cameras by Ander Arriandiaga et al
12-05-2019	SemEval-2015 Task 10: Sentiment Analysis in Twitter by Sara Rosenthal et al
12-03-2019	Mo States Mo Problems: Emergency Stop Mechanisms from Observation by Samuel Ainsworth et al
12-03-2019	Robust Online Model Adaptation by Extended Kalman Filter with Exponential Moving Average and Dynamic Multi-Epoch Strategy by Abulikemu Abuduweili et al
12-03-2019	Learn Electronic Health Records by Fully Decentralized Federated Learning by Songtao Lu et al
12-05-2019	BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition by Boyan Zhou et al
12-06-2019	Gaussian Process Priors for View-Aware Inference by Yuxin Hou et al
12-04-2019	StarGAN v2: Diverse Image Synthesis for Multiple Domains by Yunjey Choi et al
12-03-2019	Towards Understanding the Spectral Bias of Deep Learning by Yuan Cao et al
12-04-2019	Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion by Koki Kishimoto et al
12-05-2019	MetaFun: Meta-Learning with Iterative Functional Updates by Jin Xu et al
12-03-2019	Explainable artificial intelligence model to predict acute critical illness from electronic health records by Simon Meyer Lauritsen et al
12-03-2019	Continuous Online Learning and New Insights to Online Imitation Learning by Jonathan Lee et al
12-04-2019	Safety and Robustness in Decision Making: Deep Bayesian Recurrent Neural Networks for Somatic Variant Calling in Cancer by Geoffroy Dubourg-Felonneau et al
12-05-2019	Iterative Policy-Space Expansion in Reinforcement Learning by Jan Malte Lichtenberg et al
12-04-2019	Deep Distributional Sequence Embeddings Based on a Wasserstein Loss by Ahmed Abdelwahab et al
12-04-2019	A Unified Switching System Perspective and O.D.E. Analysis of Q-Learning Algorithms by Donghwan Lee et al
12-03-2019	Predicting Lake Erie Wave Heights using XGBoost by Haoguo Hu et al
12-06-2019	Differentially Private Mixed-Type Data Generation For Unsupervised Learning by Uthaipon Tantipongpipat et al
12-05-2019	Reinforcement Learning Upside Down: Dont Predict Rewards -- Just Map Them to Actions by Juergen Schmidhuber
12-03-2019	Towards an Integrative Educational Recommender for Lifelong Learners by Sahan Bulathwela et al
12-05-2019	Merlin: Enabling Machine Learning-Ready HPC Ensembles by J. Luc Peterson et al
12-04-2019	Exact asymptotics for phase retrieval and compressed sensing with random generative priors by Benjamin Aubin et al
12-04-2019	Evaluation Metrics for Item Recommendation under Sampling by Steffen Rendle
12-05-2019	Cross-Resolution Learning for Face Recognition by Fabio Valerio Massoli et al
12-04-2019	L3 Fusion: Fast Transformed Convolutions on CPUs by Rati Gelashvili et al
12-03-2019	Bayesian Model Selection for Change Point Detection and Clustering by Othmane Mazhar et al
12-03-2019	Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification by Zhihui Zhu et al
12-05-2019	Self-Supervised Learning of Video-Induced Visual Invariances by Michael Tschannen et al
12-06-2019	Why ADAM Beats SGD for Attention Models by Jingzhao Zhang et al
12-05-2019	Tensor Recovery from Noisy and Multi-Level Quantized Measurements by Ren Wang et al
12-03-2019	Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning by Christian Schön et al
12-03-2019	The Knowledge Within: Methods for Data-Free Model Compression by Matan Haroush et al
12-03-2019	Stationary Points of Shallow Neural Networks with Quadratic Activation Function by David Gamarnik et al
12-03-2019	Large scale representation learning from triplet comparisons by Siavash Haghiri et al
12-03-2019	A Study of Black Box Adversarial Attacks in Computer Vision by Siddhant Bhambri et al
12-03-2019	Learning Multi-dimensional Indexes by Vikram Nathan et al
12-03-2019	Linear Convergence of Frank-Wolfe for Rank-One Matrix Recovery Without Strong Convexity by Dan Garber
12-03-2019	PyTorch: An Imperative Style, High-Performance Deep Learning Library by Adam Paszke et al
12-04-2019	A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems by Lars Ruthotto et al
12-06-2019	VALAN: Vision and Language Agent Navigation by Larry Lansing et al
12-04-2019	The effect of task and training on intermediate representations in convolutional neural networks revealed with modified RV similarity analysis by Jessica A. F. Thompson et al
12-04-2019	A Variational Perturbative Approach to Planning in Graph-based Markov Decision Processes by Dominik Linzner et al
12-05-2019	Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection by Urwa Muaz et al
12-04-2019	Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization by Miika Aittala et al
12-05-2019	A sparse negative binomial mixture model for clustering RNA-seq count data by Tanbin Rahman et al
12-04-2019	New Potential-Based Bounds for the Geometric-Stopping Version of Prediction with Expert Advice by Vladimir A. Kobzar et al
12-04-2019	Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection? by Aristotelis-Angelos Papadopoulos et al
12-05-2019	Pairwise Neural Machine Translation Evaluation by Francisco Guzman et al
12-06-2019	Document Network Embedding: Coping for Missing Content and Missing Links by Jean Dupuy et al
12-04-2019	Learning to Dynamically Coordinate Multi-Robot Teams in Graph Attention Networks by Zheyuan Wang et al
12-05-2019	A pedestrian path-planning model in accordance with obstacles danger with reinforcement learning by Thanh-Trung Trinh et al
12-05-2019	Towards Robust Neural Vocoding for Speech Generation: A Survey by Po-chun Hsu et al
12-05-2019	CLOTH3D: Clothed 3D Humans by Hugo Bertiche et al
12-03-2019	Stochastic Newton and Cubic Newton Methods with Simple Local Linear-Quadratic Rates by Dmitry Kovalev et al
12-03-2019	Real-Time Panoptic Segmentation from Dense Detections by Rui Hou et al
12-03-2019	Music Style Classification with Compared Methods in XGB and BPNN by Lifeng Tan et al
12-03-2019	Multi-view Subspace Clustering via Partition Fusion by Juncheng Lv et al
12-05-2019	Smart Cloud: Scalable Cloud Robotic Architecture for Web-powered Multi-Robot Applications by Manoj Penmetcha et al
12-05-2019	Representing Closed Transformation Paths in Encoded Network Latent Space by Marissa Connor et al
12-03-2019	BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication) by Marek Rosa et al
12-06-2019	Hyperbolic Graph Attention Network by Yiding Zhang et al
12-03-2019	Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition by Shaoshi Ling et al
12-06-2019	What Do You Mean Im Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant by Alejandro Mottini et al
12-04-2019	Deep Model Compression via Deep Reinforcement Learning by Huixin Zhan et al
12-04-2019	A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks by Prithviraj Dasgupta et al
12-04-2019	Perseus: Characterizing Performance and Cost of Multi-Tenant Serving for CNN Models by Matthew LeMay et al
12-04-2019	ADEPOS: A Novel Approximate Computing Framework for Anomaly Detection Systems and its Implementation in 65nm CMOS by Sumon Kumar Bose et al
12-03-2019	Deep Probabilistic Models to Detect Data Poisoning Attacks by Mahesh Subedar et al
12-05-2019	A Study into Echocardiography View Conversion by Amir H. Abdi et al
12-06-2019	Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture by Ikram Chraibi Kaadoud et al
12-03-2019	Numerical Gaussian process Kalman filtering by Armin Küper et al
12-05-2019	VoxSRC 2019: The first VoxCeleb Speaker Recognition Challenge by Joon Son Chung et al
12-05-2019	Warped Input Gaussian Processes for Time Series Forecasting by David Tolpin
12-05-2019	Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning by Alia Abbara et al
12-05-2019	Region-Wise Attack: On Efficient Generation of Robust Physical Adversarial Examples by Bo Luo et al
12-03-2019	WaveFlow: A Compact Flow-based Model for Raw Audio by Wei Ping et al
12-05-2019	Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression by Tong Teng et al
12-03-2019	A Fast deflation Method for Sparse Principal Component Analysis via Subspace Projections by Cong Xu et al
12-03-2019	Predicting Soil pH by Using Nearest Fields by Quoc Hung Ngo et al
12-04-2019	Learning from Interventions using Hierarchical Policies for Safe Learning by Jing Bi et al
12-04-2019	Self-Supervised Learning of Pretext-Invariant Representations by Ishan Misra et al
12-06-2019	A Neural Spiking Approach Compared to Deep Feedforward Networks on Stepwise Pixel Erasement by René Larisch et al
12-04-2019	RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping by Liliang Ren et al
12-04-2019	3D Objectness Estimation via Bottom-up Regret Grouping by Zelin Ye et al
12-06-2019	A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification by Mahya Ameryan et al
12-06-2019	Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One by Will Grathwohl et al
12-05-2019	Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization by Hossein Kamalzadeh et al
12-05-2019	Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space by Matthew C. Fontaine et al
12-04-2019	Stochastic proximal splitting algorithm for stochastic composite minimization by Andrei Patrascu et al
12-03-2019	Learning Adversarial MDPs with Bandit Feedback and Unknown Transition by Tiancheng Jin et al
12-05-2019	Physics-Informed Neural Networks for Multiphysics Data Assimilation with Application to Subsurface Transport by QiZhi He et al
12-04-2019	Learning Efficient Representation for Intrinsic Motivation by Ruihan Zhao et al
12-04-2019	Learning to synthesise the ageing brain without longitudinal data by Tian Xia et al
12-03-2019	On the Validity of Bayesian Neural Networks for Uncertainty Estimation by John Mitros et al
12-05-2019	Deep Ensembles: A Loss Landscape Perspective by Stanislav Fort et al
12-04-2019	Scalable Bayesian Preference Learning for Crowds by Edwin Simpson et al
12-05-2019	Adversarial Risk via Optimal Transport and Optimal Couplings by Muni Sreenivas Pydi et al
12-04-2019	Towards better social crisis data with HERMES: Hybrid sensing for EmeRgency ManagEment System by Marco Avvenuti et al
12-05-2019	On the Intrinsic Privacy of Stochastic Gradient Descent by Stephanie L. Hyland et al
12-06-2019	DeepEthnic: Multi-Label Ethnic Classification from Face Images by Katia Huri et al
12-06-2019	Does Knowledge Transfer Always Help to Learn a Better Policy? by Fei Feng et al
12-04-2019	Indian Buffet Neural Networks for Continual Learning by Samuel Kessler et al
12-04-2019	Deep Double Descent: Where Bigger Models and More Data Hurt by Preetum Nakkiran et al
12-05-2019	Towards Interpretable and Learnable Risk Analysis for Entity Resolution by Zhaoqiang Chen et al
12-03-2019	Experimental Evidence for Asymptotic Non-Optimality of Comb Adversary Strategy by Zachary Chase
12-03-2019	Overcoming Catastrophic Forgetting by Generative Regularization by Patrick H. Chen et al
12-03-2019	Distance-Based Learning from Errors for Confidence Calibration by Chen Xing et al
12-05-2019	Data-driven sensor scheduling for remote estimation in wireless networks by Marcos M. Vasconcelos et al
12-05-2019	Normalizing Flows for Probabilistic Modeling and Inference by George Papamakarios et al
12-03-2019	ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks by Mohit Shridhar et al
12-04-2019	Active Learning of SVDD Hyperparameter Values by Holger Trittenbach et al
12-04-2019	Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models by Joshua C. Chang et al
12-04-2019	Sub-linear RACE Sketches for Approximate Kernel Density Estimation on Streaming Data by Benjamin Coleman et al
12-04-2019	Natural Alpha Embeddings by Riccardo Volpi et al
12-05-2019	Observational Overfitting in Reinforcement Learning by Xingyou Song et al
12-05-2019	Lower Bounds for Compressed Sensing with Generative Models by Akshay Kamath et al
12-05-2019	Analysis of the Optimization Landscapes for Overcomplete Representation Learning by Qing Qu et al
12-05-2019	Generative Synthesis of Insurance Datasets by Kevin Kuo
12-06-2019	A quantum active learning algorithm for sampling against adversarial attacks by P. A. M. Casares et al
12-03-2019	Learning Spatially Structured Image Transformations Using Planar Neural Networks by Joel Michelson et al
12-06-2019	Machine Translation Evaluation Meets Community Question Answering by Francisco Guzmán et al
12-05-2019	Hindsight Credit Assignment by Anna Harutyunyan et al
12-04-2019	Using Sequence-to-Sequence Learning for Repairing C Vulnerabilities by Zimin Chen et al
12-04-2019	Dynamic Hilbert Maps: Real-Time Occupancy Predictions in Changing Environment by Vitor Guizilini et al
12-05-2019	Label-Consistent Backdoor Attacks by Alexander Turner et al
12-04-2019	Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning by Shuai Zheng et al
12-04-2019	Lower Bounds for Non-Convex Stochastic Optimization by Yossi Arjevani et al
12-05-2019	Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems by Guannan Qu et al
12-04-2019	Regression with Uncertainty Quantification in Large Scale Complex Data by Nicholas Wilkins et al
12-04-2019	Informative GANs via Structured Regularization of Optimal Transport by Pierre Bréchet et al
12-04-2019	Copula-based anomaly scoring and localization for large-scale, high-dimensional continuous data by Gábor Horváth et al
12-04-2019	Plug and Play Language Models: a Simple Approach to Controlled Text Generation by Sumanth Dathathri et al
12-06-2019	Tree bark re-identification using a deep-learning feature descriptor by Martin Robert et al
12-04-2019	Modeling and Prediction of Irans Steel Consumption Based on Economic Activity Using Support Vector Machines by Hossein Kamalzadeh et al
12-04-2019	Angular Visual Hardness by Beidi Chen et al
12-05-2019	Generating Patient-like Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks by Junyu Chen et al
12-05-2019	An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists by Michael Katell et al
12-04-2019	Enhancing Stratospheric Weather Analyses and Forecasts by Deploying Sensors from a Weather Balloon by Kiwan Maeng et al
12-06-2019	A priori generalization error for two-layer ReLU neural network through minimum norm solution by Zhi-Qin John Xu et al
12-06-2019	Learning to Correspond Dynamical Systems by Nam Hee Kim et al
12-05-2019	The Search for Sparse, Robust Neural Networks by Justin Cosentino et al
12-03-2019	Convolutional STN for Weakly Supervised Object Localization and Beyond by Akhil Meethal et al
12-05-2019	LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning by Albert Zhao et al
12-04-2019	Fantastic Generalization Measures and Where to Find Them by Yiding Jiang et al
12-05-2019	Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Function by Grégoire Mialon et al
12-03-2019	QUEST: Quantized embedding space for transferring knowledge by Himalaya Jain et al
12-04-2019	A Novel Hybrid Scheme Using Genetic Algorithms and Deep Learning for the Reconstruction of Portuguese Tile Panels by Daniel Rika et al
12-03-2019	Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR by Dylan Troop et al
12-05-2019	Learning undirected models via query training by Miguel Lazaro-Gredilla et al
12-04-2019	Differentiation of Blackbox Combinatorial Solvers by Marin Vlastelica et al
12-04-2019	HABNet: Machine Learning, Remote Sensing Based Detection and Prediction of Harmful Algal Blooms by P. R. Hill et al
12-06-2019	Non-asymptotic error bounds for scaled underdamped Langevin MCMC by Tim Zajic

12-03-2019	Fundamental Limitations in Sequential Prediction and Recursive Algorithms: LpLp Bounds via an Entropic Analysis by Song Fang et al
12-03-2019	Simpsons Paradox and the implications for medical trials by Norman Fenton et al
12-04-2019	Learnt dynamics generalizes across tasks, datasets, and populations by U. Mahmood et al
12-03-2019	FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks by Mahum Naseer et al
12-05-2019	Synchronous Transformers for End-to-End Speech Recognition by Zhengkun Tian et al
12-06-2019	Data Augmentation for Deep Learning-based Radio Modulation Classification by Liang Huang et al
12-04-2019	Veni Vidi Dixi: Reliable Wireless Communication with Depth Images by Serkut Ayvaşık et al
12-05-2019	Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency by Xing Meng et al
12-05-2019	On the Sample Complexity of Learning Sum-Product Networks by Ishaq Aden-Ali et al
12-05-2019	Towards Robust Relational Causal Discovery by Sanghack Lee et al
12-05-2019	Alternative Function Approximation Parameterizations for Solving Games: An Analysis of ff-Regression Counterfactual Regret Minimization by Ryan D'Orazio et al
12-05-2019	Dynamic Pricing on E-commerce Platform with Deep Reinforcement Learning by Jiaxi Liu et al
12-03-2019	Quantifying Urban Canopy Cover with Deep Convolutional Neural Networks by Bill Cai et al
12-03-2019	Optimal Laplacian regularization for sparse spectral community detection by Lorenzo Dall'Amico et al
12-03-2019	A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well by Nicolas Garneau et al
12-04-2019	Landscape Complexity for the Empirical Risk of Generalized Linear Models by Antoine Maillard et al
12-03-2019	Rank Aggregation via Heterogeneous Thurstone Preference Models by Tao Jin et al
12-04-2019	Epoch-wise label attacks for robustness against label noise by Sebastian Guendel et al
12-04-2019	A probability theoretic approach to drifting data in continuous time domains by Fabian Hinder et al
12-03-2019	RGPNet: A Real-Time General Purpose Semantic Segmentation by Elahe Arani et al
12-06-2019	Improved PAC-Bayesian Bounds for Linear Regression by Vera Shalaeva et al
12-06-2019	Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs by Marcus D. Bloice et al
12-06-2019	Integrating Deep Learning with Logic Fusion for Information Extraction by Wenya Wang et al
12-06-2019	Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling by Cindy Trinh et al
12-03-2019	Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks by Zhichao Lu et al
12-05-2019	MetalGAN: Multi-Domain Label-Less Image Synthesis Using cGANs and Meta-Learning by Tomaso Fontanini et al
12-05-2019	Ordinal Bayesian Optimisation by Victor Picheny et al
12-05-2019	Exploration of Neural Machine Translation in Autoformalization of Mathematics in Mizar by Qingxiang Wang et al
12-05-2019	Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links by Amitava Banerjee et al
12-05-2019	Causal structure based root cause analysis of outliers by Dominik Janzing et al
12-05-2019	Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning by Rahul Rachuri et al
12-04-2019	Walking on the Edge: Fast, Low-Distortion Adversarial Examples by Hanwei Zhang et al
12-04-2019	Extreme Learning Machine design for dealing with unrepresentative features by Nicolás Nieto et al
12-03-2019	Dream to Control: Learning Behaviors by Latent Imagination by Danijar Hafner et al
12-06-2019	Improved Analysis of Spectral Algorithm for Clustering by Tomohiko Mizutani
12-05-2019	End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition by Shaofei Wang et al
12-06-2019	Regularization Shortcomings for Continual Learning by Timothée Lesort et al
12-06-2019	Sampling-Free Learning of Bayesian Quantized Neural Networks by Jiahao Su et al
12-06-2019	Recent advances in deep learning applied to skin cancer detection by Andre G. C. Pacheco et al
12-03-2019	Multiscale Self Attentive Convolutions for Vision and Language Modeling by Oren Barkan
12-05-2019	Neural Tangents: Fast and Easy Infinite Neural Networks in Python by Roman Novak et al
12-05-2019	KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects by Xingyu Liu et al
12-05-2019	Combining Q-Learning and Search with Amortized Value Estimates by Jessica B. Hamrick et al
12-04-2019	Domain-independent Dominance of Adaptive Methods by Pedro Savarese et al
12-06-2019	SemEval-2014 Task 9: Sentiment Analysis in Twitter by Sara Rosenthal et al
12-06-2019	Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations by Sven Gowal et al
12-06-2019	Risk-Averse Trust Region Optimization for Reward-Volatility Reduction by Lorenzo Bisi et al
12-04-2019	Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs by Reazul Hasan Russel et al
12-03-2019	Deep Physiological State Space Model for Clinical Forecasting by Yuan Xue et al
12-05-2019	AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty by Dan Hendrycks et al
12-04-2019	Large-Scale Semi-Supervised Learning via Graph Structure Learning over High-Dense Points by Zitong Wang et al
12-04-2019	Streaming Classification of Variable Stars by Lukas Zorich et al
12-04-2019	Learning Deep Generative Models with Short Run Inference Dynamics by Erik Nijkamp et al
12-03-2019	Structure Learning with Similarity Preserving by Zhao Kang et al
12-06-2019	Grid-GCN for Fast and Scalable Point Cloud Learning by Qiangeng Xu
12-04-2019	Towards Constructing a Corpus for Studying the Effects of Treatments and Substances Reported in PubMed Abstracts by Evgeni Stefchov et al
12-04-2019	Diversity-Generated Image Inpainting with Style Extraction by Weiwei Cai et al
12-06-2019	Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution by Ziming Liu et al
12-06-2019	NASA: Neural Articulated Shape Approximation by Timothy Jeruzalski et al
12-03-2019	A Comparative Study of Pretrained Language Models on Thai Social Text Categorization by Thanapapas Horsuwan et al
12-03-2019	Leveraging Procedural Generation to Benchmark Reinforcement Learning by Karl Cobbe et al
12-05-2019	Deep learning with noisy labels: exploring techniques and remedies in medical image analysis by Davood Karimi et al
12-05-2019	Collective Learning by Francesco Farina
12-04-2019	RTN: Reparameterized Ternary Network by Yuhang Li et al
12-04-2019	Reinforcement learning for bandwidth estimation and congestion control in real-time communications by Joyce Fang et al
12-04-2019	Quantum-Inspired Hamiltonian Monte Carlo for Bayesian Sampling by Ziming Liu et al
12-06-2019	Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks by Corentin Kervadec et al
12-04-2019	Deep Fictitious Play for Finding Markovian Nash Equilibrium in Multi-Agent Games by Jiequn Han et al
12-04-2019	Adversarial Domain Adaptation with Domain Mixup by Minghao Xu et al
12-03-2019	Optimizing the energy consumption of spiking neural networks for neuromorphic applications by Martino Sorbaro et al
12-05-2019	Detection of Face Recognition Adversarial Attacks by Fabio Valerio Massoli et al
12-05-2019	A Clustering Approach to Edge Controller Placement in Software Defined Networks with Cost Balancing by Reza Soleymanifar et al
12-03-2019	The Comparison of Methods for Individual Treatment Effect Detection by Aleksey Buzmakov et al
12-04-2019	Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline by Vishvak Murahari et al
12-05-2019	ASTRA: High Throughput 3PC over Rings with Application to Secure Prediction by Harsh Chaudhari et al
12-03-2019	Cyclic Functional Mapping: Self-supervised correspondence between non-isometric deformable shapes by Dvir Ginzburg et al
12-03-2019	How do urban incidents affect traffic speed? A Deep Graph Convolutional Network for Incident-driven Traffic Speed Prediction by Qinge Xie et al
12-03-2019	A Hidden Variables Approach to Multilabel Logistic Regression by Jaemoon Lee et al
12-06-2019	Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers by Divyat Mahajan et al
12-04-2019	Learning with Multiplicative Perturbations by Xiulong Yang et al
12-04-2019	Handwriting-Based Gender Classification Using End-to-End Deep Neural Networks by Evyatar Illouz et al
12-04-2019	Correspondent Banking Networks: Theory and Experiment by Nima Safaei et al
12-05-2019	Training Agents using Upside-Down Reinforcement Learning by Rupesh Kumar Srivastava et al
12-05-2019	Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges by Jeffrey Ma et al
12-05-2019	Towards Understanding Residual and Dilated Dense Neural Networks via Convolutional Sparse Coding by Zhiyang Zhang et al
12-03-2019	A Context-Aware Loss Function for Action Spotting in Soccer Videos by Anthony Cioppa et al
12-03-2019	Less Is Better: Unweighted Data Subsampling via Influence Function by Zifeng Wang et al
12-03-2019	Neural Network Branching for Neural Network Verification by Jingyue Lu et al