2019.04.14 Learning papers

04-10-2019	Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras by Ariel Gordon et al
04-11-2019	Autoregressive Energy Machines by Charlie Nash et al
04-09-2019	Block Neural Autoregressive Flow by Nicola De Cao et al
04-10-2019	RawNet: Fast End-to-End Neural Vocoder by Yunchao He et al
04-10-2019	Membership Inference Attacks on Sequence-to-Sequence Models by Sorami Hisamoto et al
04-10-2019	Active Learning for Decision-Making from Imbalanced Observational Data by Iiris Sundin et al
04-10-2019	Pixel-Adaptive Convolutional Neural Networks by Hang Su et al
04-11-2019	Reasoning Visual Dialogs with Structural and Partial Observations by Zilong Zheng et al
04-10-2019	ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission by Kexin Huang et al
04-12-2019	Direct speech-to-speech translation with a sequence-to-sequence model by Ye Jia et al
04-09-2019	Enhancing Time Series Momentum Strategies Using Deep Neural Networks by Bryan Lim et al
04-11-2019	KeyIn: Discovering Subgoal Structure with Keyframe-based Video Prediction by Karl Pertsch et al
04-10-2019	Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres by Shuai Liao et al
04-10-2019	Deep Neural Network Ensembles by Sean Tao
04-09-2019	Hypothesis Set Stability and Generalization by Dylan J. Foster et al
04-09-2019	SWNet: Small-World Neural Networks and Rapid Convergence by Mojan Javaheripi et al
04-11-2019	Adapting RNN Sequence Prediction Model to Multi-label Set Prediction by Kechen Qin et al
04-10-2019	Unsupervised Deep Learning Algorithm for PDE-based Forward and Inverse Problems by Leah Bar et al
04-10-2019	Enhancing Decision Tree based Interpretation of Deep Neural Networks through L1-Orthogonal Regularization by Nina Schaaf et al
04-11-2019	Cross-topic distributional semantic representations via unsupervised mappings by Eleftheria Briakou et al
04-10-2019	Feature Engineering for Mid-Price Prediction Forecasting with Deep Learning by Adamantios Ntakaris et al
04-11-2019	Learning Single Camera Depth Estimation using Dual-Pixels by Rahul Garg et al
04-09-2019	Fast Accurate CT Metal Artifact Reduction using Data Domain Deep Learning by Muhammad Usman Ghani et al
04-10-2019	Analysis of the Gradient Descent Algorithm for a Deep Neural Network Model with Skip-connections by Weinan E et al
04-11-2019	A machine learning approach for underwater gas leakage detection by Paulo Hubert et al
04-09-2019	BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering by Yu Cao et al
04-10-2019	Few-shot Learning: A Survey by Yaqing Wang et al
04-10-2019	FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning by Ángel Alexander Cabrera et al
04-11-2019	Connections Between Adaptive Control and Optimization in Machine Learning by Joseph E. Gaudio et al
04-12-2019	Lets Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments by Kaleigh Clary et al
04-12-2019	Similarities between policy gradient methods (PGM) in Reinforcement learning (RL) and supervised learning (SL) by Eric Benhamou
04-09-2019	Bilingual-GAN: A Step Towards Parallel Text Generation by Ahmad Rashid et al
04-10-2019	One-shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization by Ju-chieh Chou et al
04-09-2019	Learning from Videos with Deep Convolutional LSTM Networks by Logan Courtney et al
04-10-2019	Learning Trajectory Prediction with Continuous Inverse Optimal Control via Langevin Sampling of Energy-Based Models by Yifei Xu et al
04-10-2019	Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations by Jiwoon Ahn et al
04-10-2019	Using Weight Mirrors to Improve Feedback Alignment by Mohamed Akrout et al
04-10-2019	Actor-Critic Instance Segmentation by Nikita Araslanov et al
04-09-2019	Automated Search for Configurations of Deep Neural Network Architectures by Salah Ghamizi et al
04-09-2019	Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling by Marco Dinarelli et al
04-10-2019	Knowledge Squeezed Adversarial Network Compression by Shu Changyong et al
04-09-2019	Characterizing the impact of geometric properties of word embeddings on task performance by Brendan Whitaker et al
04-12-2019	Incremental multi-domain learning with network latent tensor factorization by Adrian Bulat et al
04-10-2019	Detecting Cybersecurity Events from Noisy Short Text by Semih Yagcioglu et al
04-12-2019	The coupling effect of Lipschitz regularization in deep neural networks by Nicolas Couellan
04-10-2019	Deep Learning for System Trace Restoration by Ilia Sucholutsky et al
04-09-2019	Multi-Agent Tensor Fusion for Contextual Trajectory Prediction by Tianyang Zhao et al
04-11-2019	Scalarizing Functions in Bayesian Multiobjective Optimization by Tinkle Chugh
04-09-2019	On zero-shot recognition of generic objects by Tristan Hascoet et al
04-11-2019	Bridging Theory and Algorithm for Domain Adaptation by Yuchen Zhang et al
04-09-2019	On the Adaptivity of Stochastic Gradient-Based Optimization by Lihua Lei et al
04-09-2019	Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data by Zeyuan Wang et al
04-10-2019	Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models by Carlos Fernandez-Lozano et al
04-10-2019	Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets by Davy Weissenbacher et al
04-10-2019	Least Squares Auto-Tuning by Shane Barratt et al
04-10-2019	Multitask Hopfield Networks by Marco Frasca et al
04-09-2019	Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data by Sheng Liu et al
04-10-2019	Relational Knowledge Distillation by Wonpyo Park et al
04-09-2019	Data Priming Network for Automatic Check-Out by Congcong Li et al
04-12-2019	Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders by Ari Heljakka et al
04-09-2019	Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks by Eunwoo Kim et al
04-10-2019	Next-Active-Object prediction from Egocentric Videos by Antonino Furnari et al
04-10-2019	Semi-Supervised Graph Classification: A Hierarchical Graph Perspective by Jia Li et al
04-11-2019	Multimodal Speech Emotion Recognition and Ambiguity Resolution by Gaurav Sahu
04-09-2019	Discovering patterns of online popularity from time series by Mert Ozer et al
04-09-2019	Kernelized Complete Conditional Stein Discrepancy by Raghav Singhal et al
04-11-2019	Knowledge Flow: Improve Upon Your Teachers by Iou-Jen Liu et al
04-09-2019	Adversarial Learning of Disentangled and Generalizable Representations for Visual Attributes by James Oldfield et al
04-10-2019	A review on Neural Turing Machine by Soroor Malekmohammadi Faradonbeh et al
04-11-2019	MxML: Mixture of Meta-Learners for Few-Shot Classification by Minseop Park et al
04-09-2019	Novel Uncertainty Framework for Deep Learning Ensembles by Tal Kachman et al
04-11-2019	Modified online Newton step based on element wise multiplication by Charnjeet Singh et al
04-10-2019	Large-Scale Long-Tailed Recognition in an Open World by Ziwei Liu et al
04-10-2019	Safer Deep RL with Shallow MCTS: A Case Study in Pommerman by Bilal Kartal et al
04-09-2019	Just Jump: Dynamic Neighborhood Aggregation in Graph Neural Networks by Matthias Fey
04-12-2019	EvalNorm: Estimating Batch Normalization Statistics for Evaluation by Saurabh Singh et al
04-09-2019	Universal Lipschitz Approximation in Bounded Depth Neural Networks by Jeremy E. J. Cohen et al
04-12-2019	A streaming feature-based compression method for data from instrumented infrastructure by Alastair Gregory et al
04-12-2019	Spatio-Temporal Deep Graph Infomax by Felix L. Opolka et al
04-12-2019	Supervised Anomaly Detection based on Deep Autoregressive Density Estimators by Tomoharu Iwata et al
04-12-2019	Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout by Isidro Cortes-Ciriano et al
04-12-2019	Distributed Layer-Partitioned Training for Privacy-Preserved Deep Learning by Chun-Hsien Yu et al
04-10-2019	A Model for Using Physiological Conditions for Proactive Tourist Recommendations by Rinita Roy et al
04-09-2019	A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications by Enrique Fernandez-Blanco et al
04-10-2019	The Weight Function in the Subtree Kernel is Decisive by Romain Azaïs et al
04-10-2019	Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation by Junhwa Hur et al
04-09-2019	Short Paper: Creating Adversarial Malware Examples using Code Insertion by Daniel Park et al
04-09-2019	Handling temporality of clinical events with application to Adverse Drug Event detection in Electronic Health Records: A scoping review by Maria Bampa
04-09-2019	Approximation in Lp(μ)Lp(μ) with deep ReLU neural networks by Felix Voigtlaender et al
04-09-2019	Identification of Predictive Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks by Zhenxing Xu et al
04-12-2019	Effective Scheduling Function Design in SDN through Deep Reinforcement Learning by Huang Victoria et al
04-11-2019	A Kaczmarz Algorithm for Solving Tree Based Distributed Systems of Equations by Chinmay Hegde et al
04-09-2019	Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene Images by Matthias Rottmann et al
04-10-2019	Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features by Arno Solin et al
04-12-2019	AMS-SFE: Towards an Alignment of Manifold Structures via Semantic Feature Expansion for Zero-shot Learning by Jingcai Guo et al
04-12-2019	Variational Inference for Computational Imaging Inverse Problems by Francesco Tonolini et al
04-12-2019	Revisit Lmser and its further development based on convolutional layers by Wenjing Huang et al
04-09-2019	Segmentation of Skeletal Muscle in Thigh Dixon MRI Based on Texture Analysis by Rafael Rodrigues et al
04-09-2019	Classification of Imbalanced Data with a Geometric Digraph Family by Artür Manukyan et al
04-11-2019	Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network by Jon Hoffman
04-12-2019	STC Speaker Recognition Systems for the VOiCES From a Distance Challenge by Sergey Novoselov et al
04-11-2019	Robust Coreset Construction for Distributed Machine Learning by Hanlin Lu et al
04-09-2019	Towards Safety Verification of Direct Perception Neural Networks by Chih-Hong Cheng et al
04-09-2019	Practical Open-Loop Optimistic Planning by Edouard Leurent et al
04-09-2019	CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion by Takuhiro Kaneko et al
04-09-2019	A Note on the Equivalence of Upper Confidence Bounds and Gittins Indices for Patient Agents by Daniel Russo
04-09-2019	Software and application patterns for explanation methods by Maximilian Alber
04-11-2019	Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch by Huy Phan et al
04-11-2019	Variational AutoEncoder For Regression: Application to Brain Aging Analysis by Qingyu Zhao et al
04-10-2019	Attraction-Repulsion clustering with applications to fairness by Eustasio del Barrio et al
04-10-2019	An Application-Specific VLIW Processor with Vector Instruction Set for CNN Acceleration by Andreas Bytyn et al
04-11-2019	Ranking-Based Autoencoder for Extreme Multi-label Classification by Bingyu Wang et al
04-09-2019	Evaluating Competence Measures for Dynamic Regressor Selection by Thiago J. M. Moura et al
04-12-2019	Unifying Heterogeneous Classifiers with Distillation by Jayakorn Vongkulbhisal et al
04-12-2019	Learning Optimal Decision Trees from Large Datasets by Florent Avellaneda
04-12-2019	Locally Connected Spiking Neural Networks for Unsupervised Feature Learning by Daniel J. Saunders et al
04-12-2019	Distributed Bandit Learning: How Much Communication is Needed to Achieve (Near) Optimal Regret by Yuanhao Wang et al
04-12-2019	Position-Aware Convolutional Networks for Traffic Prediction by Shiheng Ma et al
04-09-2019	Functional Isolation Forest by Guillaume Staerman et al
04-10-2019	Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks by Kamran Kowsari et al
04-12-2019	Outlier-robust estimation of a sparse linear model using ℓ1ℓ1-penalized Hubers MM-estimator by Arnak S. Dalalyan et al
04-12-2019	Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders by Adrien Bitton et al
04-11-2019	On Machine Learning DoS Attack Identification from Cloud Computing Telemetry by João Henrique Corrêa et al