2019.12.15 Learning papers

12-12-2019	Extracting clinical concepts from user queries by Yue Zhao et al
12-12-2019	Training without training data: Improving the generalizability of automated medical abbreviation disambiguation by Marta Skreta et al
12-13-2019	Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans by Felix Denzinger et al
12-11-2019	Variational Learning with Disentanglement-PyTorch by Amir H. Abdi et al
12-12-2019	Local Context Normalization: Revisiting Local Normalization by Anthony Ortiz et al
12-12-2019	Parareal with a Learned Coarse Model for Robotic Manipulation by Wisdom Agboh et al
12-11-2019	Learning to Request Guidance in Emergent Communication by Benjamin Kolb et al
12-13-2019	Active emulation of computer codes with Gaussian processes -- Application to remote sensing by Daniel Heestermans Svendsen et al
12-11-2019	A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction by David Friede et al
12-12-2019	Automatic Layout Generation with Applications in Machine Learning Engine Evaluation by Haoyu Yang et al
12-11-2019	Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey by Görkem Algan et al
12-12-2019	Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks by Beau Coker et al
12-11-2019	SenseNet: Deep Learning based Wideband spectrum sensing and modulation classification network by Shivam Chandhok et al
12-11-2019	Fundamental Entropic Laws and LpLp Limitations of Feedback Systems: Implications for Machine-Learning-in-the-Loop Control by Song Fang et al
12-13-2019	WaLDORf: Wasteless Language-model Distillation On Reading-comprehension by James Yi Tian et al
12-11-2019	Multi-echo Reconstruction from Partial K-space Scans via Adaptively Learnt Basis by Jyoti Maggu et al
12-12-2019	Learning Improvement Heuristics for Solving the Travelling Salesman Problem by Yaoxin Wu et al
12-12-2019	Graph Neural Networks for Decentralized Multi-Robot Path Planning by Qingbiao Li et al
12-12-2019	Are We Making Real Progress in Simulated Environments? Measuring the Sim2Real Gap in Embodied Visual Navigation by Abhishek Kadian et al
12-12-2019	Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs by Menghan Wang et al
12-11-2019	Representation of Federated Learning via Worst-Case Robust Optimization Theory by Saeedeh Parsaeefard et al
12-12-2019	Queueing Analysis of GPU-Based Inference Servers with Dynamic Batching: A Closed-Form Characterization by Yoshiaki Inoue
12-12-2019	Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning by Shuai Lü et al
12-13-2019	Potential adversarial samples for white-box attacks by Amir Nazemi et al
12-11-2019	Recurrent Transform Learning by Megha Gupta et al
12-11-2019	FlauBERT: Unsupervised Language Model Pre-training for French by Hang Le et al
12-11-2019	Pathway Activity Analysis and Metabolite Annotation for Untargeted Metabolomics using Probabilistic Modeling by Ramtin Hosseini et al
12-11-2019	Neural-Symbolic Descriptive Action Model from Images: The Search for STRIPS by Masataro Asai
12-11-2019	Bayesian Hyperparameter Optimization with BoTorch, GPyTorch and Ax by Daniel T. Chang
12-11-2019	REFINED (REpresentation of Features as Images with NEighborhood Dependencies): A novel feature representation for Convolutional Neural Networks by Omid Bazgir et al
12-11-2019	Self-Driving Car Steering Angle Prediction Based on Image Recognition by Shuyang Du et al
12-12-2019	Control-Tutored Reinforcement Learning by Francesco De Lellis et al
12-13-2019	A Bayesian Approach to Rule Mining by Luis Ignacio Lopera González et al
12-11-2019	SpecAugment on Large Scale Datasets by Daniel S. Park et al
12-13-2019	MM Algorithms for Distance Covariance based Sufficient Dimension Reduction and Sufficient Variable Selection by Runxiong Wu et al
12-11-2019	Beyond Node Embedding: A Direct Unsupervised Edge Representation Framework for Homogeneous Networks by Sambaran Bandyopadhyay et al
12-12-2019	A Distributed Quasi-Newton Algorithm for Primal and Dual Regularized Empirical Risk Minimization by Ching-pei Lee et al
12-12-2019	STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods by Shayan Hassantabar et al
12-12-2019	Provably Efficient Exploration in Policy Optimization by Qi Cai et al
12-11-2019	Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning by Amirhossein Esmaili et al
12-13-2019	RDD-Eclat: Approaches to Parallelize Eclat Algorithm on Spark RDD Framework by Pankaj Singh et al
12-11-2019	What it Thinks is Important is Important: Robustness Transfers through Input Gradients by Alvin Chan et al
12-11-2019	Near-optimal Oracle-efficient Algorithms for Stationary and Non-Stationary Stochastic Linear Bandits by Baekjin Kim et al
12-13-2019	Provably Efficient Reinforcement Learning with Aggregated States by Shi Dong et al
12-12-2019	Parallel Restarted SPIDER -- Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity by Pranay Sharma et al
12-12-2019	Coloring graph neural networks for node disambiguation by George Dasoulas et al
12-13-2019	TopoAct: Exploring the Shape of Activations in Deep Learning by Archit Rathore et al
12-11-2019	Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model by Boris Karanov et al
12-12-2019	Theoretically-Efficient and Practical Parallel DBSCAN by Yiqiu Wang et al
12-12-2019	Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS by Petro Liashchynskyi et al
12-11-2019	Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation by Gianluca Maguolo et al
12-11-2019	Fine-grained Classification of Rowing teams by M. J. A. van Wezel et al
12-11-2019	Measurement and Fairness by Abigail Z. Jacobs et al
12-13-2019	Music-oriented Dance Video Synthesis with Pose Perceptual Loss by Xuanchi Ren et al
12-12-2019	Meta-Learning Initializations for Image Segmentation by Sean M. Hendryx et al
12-12-2019	More Efficient Off-Policy Evaluation through Regularized Targeted Learning by Aurélien F. Bibaut et al
12-13-2019	Understanding complex predictive models with Ghost Variables by Pedro Delicado et al
12-11-2019	The Wasserstein-Fourier Distance for Stationary Time Series by Elsa Cazelles et al
12-11-2019	Array Languages Make Neural Networks Fast by Artjoms Šinkarovs et al
12-11-2019	On the relationship between multitask neural networks and multitask Gaussian Processes by Karthikeyan K et al
12-12-2019	Sublinear Time Numerical Linear Algebra for Structured Matrices by Xiaofei Shi et al
12-11-2019	Bayesian Variational Autoencoders for Unsupervised Out-of-Distribution Detection by Erik Daxberger et al
12-11-2019	Tensor Completion via Gaussian Process Based Initialization by Yermek Kapushev et al
12-12-2019	Human Motion Anticipation with Symbolic Label by Julian Tanke et al
12-12-2019	Game Design for Eliciting Distinguishable Behavior by Fan Yang et al
12-12-2019	Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics by Felix Denzinger et al
12-12-2019	Understanding Important Features of Deep Learning Models for Transmission Electron Microscopy Image Segmentation by James P. Horwath et al
12-12-2019	Singing Synthesis: with a little help from my attention by Orazio Angelini et al
12-11-2019	SMiRL: Surprise Minimizing RL in Dynamic Environments by Glen Berseth et al
12-13-2019	Solving Visual Object Ambiguities when Pointing: An Unsupervised Learning Approach by Doreen Jirak et al
12-13-2019	Deep Self-representative Concept Factorization Network for Representation Learning by Yan Zhang et al
12-12-2019	From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction by Hidenori Tanaka et al
12-11-2019	Large-scale Kernel Methods and Applications to Lifelong Robot Learning by Raffaello Camoriano
12-12-2019	Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model by Hamid Mohammadi et al
12-11-2019	Marginalized State Distribution Entropy Regularization in Policy Optimization by Riashat Islam et al
12-11-2019	Multimodal Self-Supervised Learning for Medical Image Analysis by Aiham Taleb et al
12-11-2019	Semantic segmentation of trajectories with improved agent models for pedestrian behavior analysis by Toru Tamaki et al
12-12-2019	HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning by Runhua Xu et al
12-13-2019	A Gap Analysis of Low-Cost Outdoor Air Quality Sensor In-Field Calibration by Francesco Concas et al
12-13-2019	Seizure Prediction Using Bidirectional LSTM by Hazrat Ali et al
12-11-2019	Founding The Domain of AI Forensics by Ibrahim Baggili et al
12-11-2019	Biases for Emergent Communication in Multi-agent Reinforcement Learning by Tom Eccles et al
12-12-2019	Enabling Machine Learning Across Heterogeneous Sensor Networks with Graph Autoencoders by Johan Medrano et al
12-12-2019	Speech-driven facial animation using polynomial fusion of features by Triantafyllos Kefalas et al
12-12-2019	Efficient Per-Example Gradient Computations in Convolutional Neural Networks by Gaspar Rochette et al
12-11-2019	Towards Better Forecasting by Fusing Near and Distant Future Visions by Jiezhu Cheng et al
12-11-2019	The Use of Deep Learning for Symbolic Integration: A Review of (Lample and Charton, 2019) by Ernest Davis
12-11-2019	Robust Data-driven Profile-based Pricing Schemes by Jingshi Cui et al
12-13-2019	Neural Cages for Detail-Preserving 3D Deformations by Wang Yifan et al
12-12-2019	The Benefits of Close-Domain Fine-Tuning for Table Detection in Document Images by Ángela Casado-García et al
12-13-2019	SPIN: A High Speed, High Resolution Vision Dataset for Tracking and Action Recognition in Ping Pong by Steven Schwarcz et al
12-12-2019	Unsupervised classification of acoustic emissions from catalogs and fault time-to-failure prediction by Hope Jasperson et al
12-11-2019	Linear Mode Connectivity and the Lottery Ticket Hypothesis by Jonathan Frankle et al
12-11-2019	MetaMT,a MetaLearning Method Leveraging Multiple Domain Data for Low Resource Machine Translation by Rumeng Li et al
12-11-2019	Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction by Ziyue Li et al
12-11-2019	What Can Learned Intrinsic Rewards Capture? by Zeyu Zheng et al
12-11-2019	Identifying Mislabeled Instances in Classification Datasets by Nicolas Michael Müller et al
12-11-2019	Just Add Functions: A Neural-Symbolic Language Model by David Demeter et al
12-12-2019	L3DOR: Lifelong 3D Object Recognition by Yuyang Liu et al
12-12-2019	Calibrated model-based evidential clustering using bootstrapping by Thierry Denoeux
12-12-2019	Unified Generative Adversarial Networks for Controllable Image-to-Image Translation by Hao Tang et al
12-11-2019	Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology by Gözde Gül Şahin et al
12-12-2019	Adaptive Reticulum by Giuseppe Nuti et al
12-13-2019	Fast Computation of Katz Index for Efficient Processing of Link Prediction Queries by Mustafa Coskun et al
12-11-2019	Detecting and Correcting Adversarial Images Using Image Processing Operations and Convolutional Neural Networks by Huy H. Nguyen et al
12-12-2019	Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions by Thomas Hubregtsen et al
12-12-2019	Normalizing Constant Estimation with Gaussianized Bridge Sampling by He Jia et al
12-11-2019	Photosequencing of Motion Blur using Short and Long Exposures by Vijay Rengarajan et al
12-12-2019	General Information Bottleneck Objectives and their Applications to Machine Learning by Sayandev Mukherjee
12-12-2019	Learning To Reach Goals Without Reinforcement Learning by Dibya Ghosh et al
12-12-2019	The PlayStation Reinforcement Learning Environment (PSXLE) by Carlos Purves et al
12-12-2019	Greenery Segmentation In Urban Images By Deep Learning by Artur A. M. Oliveira et al
12-11-2019	Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud by Hang Guo et al
12-11-2019	Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers by Md. Abu Bakr Siddique et al
12-11-2019	Is Feature Diversity Necessary in Neural Network Initialization? by Yaniv Blumenfeld et al
12-12-2019	Optimal, Truthful, and Private Securities Lending by Emily Diana et al
12-12-2019	Hue-Net: Intensity-based Image-to-Image Translation with Differentiable Histogram Loss Functions by Mor Avi-Aharon et al
12-12-2019	Sublinear Optimal Policy Value Estimation in Contextual Bandits by Weihao Kong et al
12-12-2019	An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks by Giyoung Jeon et al
12-12-2019	LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices by Radu Alexandru Rosu et al
12-11-2019	Mutual Information in Community Detection with Covariate Information and Correlated Networks by Vaishakhi Mayya et al
12-11-2019	Efficacy of Modern Neuro-Evolutionary Strategies for Continuous Control Optimization by Paolo Pagliuca et al
12-11-2019	BERT has a Moral Compass: Improvements of ethical and moral values of machines by Patrick Schramowski et al
12-11-2019	A recipe for creating ideal hybrid memristive-CMOS neuromorphic computing systems by Elisabetta Chicca et al
12-11-2019	CineFilter: Unsupervised Filtering for Real Time Autonomous Camera Systems by Sudheer Achary et al
12-11-2019	A Closer Look at Disentangling in ββ-VAE by Harshvardhan Sikka et al
12-11-2019	Small-footprint Keyword Spotting with Graph Convolutional Network by Xi Chen et al
12-12-2019	A new method for similarity and anomaly detection in cryptocurrency markets by Nick James et al
12-12-2019	Double descent in the condition number by Tomaso Poggio et al
12-11-2019	The Use of Machine Learning and Big Five Personality Taxonomy to Predict Construction Workers Safety Behaviour by Yifan Gao et al
12-12-2019	ManiGAN: Text-Guided Image Manipulation by Bowen Li et al
12-12-2019	On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring by Christoph Klemenjak et al
12-11-2019	Leveraging End-to-End Speech Recognition with Neural Architecture Search by Ahmed Baruwa et al
12-11-2019	ΣΣ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction by Jo Schlemper et al
12-11-2019	Lifelong learning for text retrieval and recognition in historical handwritten document collections by Lambert Schomaker
12-11-2019	Sampling for Bayesian Mixture Models: MCMC with Polynomial-Time Mixing by Wenlong Mou et al
12-11-2019	Low-Complexity LSTM-Assisted Bit-Flipping Algorithm for Successive Cancellation List Polar Decoder by Chun-Hsiang Chen et al
12-11-2019	Graph-based Multi-view Binary Learning for Image Clustering by Guangqi Jiang et al