2020.6.1 Learning papers

05-26-2020	Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search by Aditya Rawal et al
05-27-2020	MOPO: Model-based Offline Policy Optimization by Tianhe Yu et al
05-28-2020	Physically interpretable machine learning algorithm on multidimensional non-linear fields by Rem-Sophia Mouradi et al
05-27-2020	Machine Learning for Software Engineering: A Systematic Mapping by Saad Shafiq et al
05-28-2020	HAT: Hardware-Aware Transformers for Efficient Natural Language Processing by Hanrui Wang et al
05-27-2020	Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 by Petr Hurtik et al
05-28-2020	Revealing consensus and dissensus between network partitions by Tiago P. Peixoto
05-27-2020	D2D: Keypoint Extraction with Describe to Detect Approach by Yurun Tian et al
05-26-2020	SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis by Mengqi Ji et al
05-27-2020	Explaining Neural Networks by Decoding Layer Activations by Johannes Schneider et al
05-27-2020	Targeted design of antiviral compounds against SARS-CoV-2 with conditional generative models by Jannis Born et al
05-27-2020	Network Fusion for Content Creation with Conditional INNs by Robin Rombach et al
05-27-2020	Deep Learning for Portfolio Optimisation by Zihao Zhang et al
05-27-2020	Segmentation Loss Odyssey by Jun Ma
05-29-2020	The energy distance for ensemble and scenario reduction by Florian Ziel
05-28-2020	Deep Learning for Automatic Pneumonia Detection by Tatiana Gabruseva et al
05-27-2020	Looking back to lower-level information in few-shot learning by Zhongjie Yu et al
05-29-2020	AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments by Lucia Schuler et al
05-27-2020	Parameter Sharing is Surprisingly Useful for Multi-Agent Deep Reinforcement Learning by Justin K Terry et al
05-26-2020	Capturing Local and Global Patterns in Procedural Content Generation via Machine Learning by Vanessa Volz et al
05-28-2020	Learning Various Length Dependence by Dual Recurrent Neural Networks by Chenpeng Zhang et al
05-28-2020	Machine Learning for Condensed Matter Physics by Edwin A. Bedolla-Montiel et al
05-27-2020	Towards the Infeasibility of Membership Inference on Deep Models by Shahbaz Rezaei et al
05-28-2020	Explainable deep learning models in medical image analysis by Amitojdeep Singh et al
05-28-2020	Boosting Few-Shot Learning With Adaptive Margin Loss by Aoxue Li et al
05-28-2020	Uncertainty-Aware Blind Image Quality Assessment in the Laboratory and Wild by Weixia Zhang et al
05-28-2020	A Feature-map Discriminant Perspective for Pruning Deep Neural Networks by Zejiang Hou et al
05-27-2020	Kernel methods library for pattern analysis and machine learning in python by Pradeep Reddy Raamana
05-27-2020	An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images by Mohammed Ahmed et al
05-26-2020	Keep it Simple: Image Statistics Matching for Domain Adaptation by Alexey Abramov et al
05-29-2020	A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers by Kevin Fauvel et al
05-26-2020	A Deep Learning based Fast Signed Distance Map Generation by Zihao Wang et al
05-28-2020	Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs by Dong Bok Lee et al
05-28-2020	3D human pose estimation with adaptive receptive fields and dilated temporal convolutions by Michael Shin et al
05-28-2020	Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction by Ronny Hug et al
05-28-2020	Joint Modelling of Emotion and Abusive Language Detection by Santhosh Rajamanickam et al
05-28-2020	Domain Knowledge Integration By Gradient Matching For Sample-Efficient Reinforcement Learning by Parth Chadha
05-28-2020	QEBA: Query-Efficient Boundary-Based Blackbox Attack by Huichen Li et al
05-27-2020	In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology by Chundra A. Cathcart et al
05-27-2020	Calibrated Surrogate Losses for Adversarially Robust Classification by Han Bao et al
05-28-2020	Variational Autoencoder with Embedded Student-tt Mixture Model for Authorship Attribution by Benedikt Boenninghoff et al
05-26-2020	Active Imitation Learning with Noisy Guidance by Kianté Brantley et al
05-27-2020	Earballs: Neural Transmodal Translation by Andrew Port et al
05-28-2020	Hyperbolic Manifold Regression by Gian Maria Marconi et al
05-26-2020	Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport by Kyle Swanson et al
05-27-2020	COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing by Pai Chet Ng et al
05-28-2020	Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images by D. Gil et al
05-26-2020	Benchmarking Differentially Private Residual Networks for Medical Imagery by Sahib Singh et al
05-26-2020	Modeling Penetration Testing with Reinforcement Learning Using Capture-the-Flag Challenges and Tabular Q-Learning by Fabio Massimo Zennaro et al
05-29-2020	Machine learning in spectral domain by Lorenzo Giambagli et al
05-27-2020	On Mutual Information in Contrastive Learning for Visual Representations by Mike Wu et al
05-28-2020	Deceptive Deletions for Protecting Withdrawn Posts on Social Platforms by Mohsen Minaei et al
05-27-2020	Demystifying Orthogonal Monte Carlo and Beyond by Han Lin et al
05-28-2020	Speech-to-Singing Conversion based on Boundary Equilibrium GAN by Da-Yi Wu et al
05-26-2020	GECToR -- Grammatical Error Correction: Tag, Not Rewrite by Kostiantyn Omelianchuk et al
05-28-2020	Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments by Hartmut Surmann et al
05-26-2020	Visual Interest Prediction with Attentive Multi-Task Transfer Learning by Deepanway Ghosal et al
05-27-2020	Breimans Two Cultures Revisited and Reconciled by Subhadeep et al
05-27-2020	Modality Dropout for Improved Performance-driven Talking Faces by Ahmed Hussen Abdelaziz et al
05-27-2020	CPAC-Conv: CP-decomposition to Approximately Compress Convolutional Layers in Deep Learning by Yinan Wang et al
05-27-2020	CausaLM: Causal Model Explanation Through Counterfactual Language Models by Amir Feder et al
05-28-2020	Inferring Signaling Pathways with Probabilistic Programming by David Merrell et al
05-26-2020	SSM-Net for Plants Disease Identification in LowData Regime by Shruti Jadon
05-26-2020	Comparing BERT against traditional machine learning text classification by Santiago González-Carvajal et al
05-29-2020	SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions by Mao Ye et al
05-29-2020	Probabilistic Object Classification using CNN ML-MAP layers by G. Melotti et al
05-26-2020	Effects of Forward Error Correction on Communications Aware Evasion Attacks by Matthew DelVecchio et al
05-29-2020	High-order structure preserving graph neural network for few-shot learning by Guangfeng Lin et al
05-27-2020	The First Shared Task on Discourse Representation Structure Parsing by Lasha Abzianidze et al
05-29-2020	Non-Local Graph Neural Networks by Meng Liu et al
05-29-2020	Deep convolutional tensor network by Philip Blagoveschensky et al
05-28-2020	Mass Estimation of Galaxy Clusters with Deep Learning II: CMB Cluster Lensing by N. Gupta et al
05-28-2020	Parallelizing Machine Learning as a Service for the End-User by Daniela Loreti et al
05-26-2020	Multi-task deep learning for image segmentation using recursive approximation tasks by Rihuan Ke et al
05-29-2020	Reinforcement Learning by Olivier Buffer et al
05-26-2020	DeepRetinotopy: Predicting the Functional Organization of Human Visual Cortex from Structural MRI Data using Geometric Deep Learning by Fernanda L. Ribeiro et al
05-28-2020	VMI-VAE: Variational Mutual Information Maximization Framework for VAE With Discrete and Continuous Priors by Andriy Serdega et al
05-26-2020	An Effective Pipeline for a Real-world Clothes Retrieval System by Yang-Ho Ji et al
05-27-2020	Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding by Yunlei Tang et al
05-29-2020	Machine learning methods to detect money laundering in the Bitcoin blockchain in the presence of label scarcity by Joana Lorenz et al
05-26-2020	Noise Robust TTS for Low Resource Speakers using Pre-trained Model and Speech Enhancement by Dongyang Dai et al
05-29-2020	Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation by Uzair Nadeem et al
05-26-2020	Instance Explainable Temporal Network For Multivariate Timeseries by Naveen Madiraju et al
05-26-2020	DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting by Alessio Monti et al
05-29-2020	Noise-robust Named Entity Understanding for Virtual Assistants by Deepak Muralidharan et al
05-26-2020	Probabilistic solution of chaotic dynamical system inverse problems using Bayesian Artificial Neural Networks by David K. E. Green et al
05-27-2020	ProTuner: Tuning Programs with Monte Carlo Tree Search by Ameer Haj-Ali et al
05-26-2020	Data Separability for Neural Network Classifiers and the Development of a Separability Index by Shuyue Guan et al
05-27-2020	Data-Driven Continuum Dynamics via Transport-Teleport Duality by Jong-Hoon Ahn
05-29-2020	CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated Annealing by Oleksandr Borysenko et al
05-27-2020	Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model by Abdul Qayyum et al
05-26-2020	Approximating periodic functions and solving differential equations using a novel type of Fourier Neural Networks by Marieme Ngom et al
05-29-2020	DC-NAS: Divide-and-Conquer Neural Architecture Search by Yunhe Wang et al
05-26-2020	Towards computer-aided severity assessment: training and validation of deep neural networks for geographic extent and opacity extent scoring of chest X-rays for SARS-CoV-2 lung disease severity by Alexander Wong et al
05-29-2020	Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization by Jingfan Chen et al
05-28-2020	Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size by Christoph Hertrich et al
05-27-2020	TSML (Time Series Machine Learnng) by Paulito Palmes et al
05-26-2020	Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy by Diego Aghi et al
05-29-2020	Agnostic Learning of a Single Neuron with Gradient Descent by Spencer Frei et al
05-26-2020	Survey: Machine Learning in Production Rendering by Shilin Zhu
05-27-2020	From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic by Risto Miikkulainen et al
05-28-2020	A Practical Index Structure Supporting Fr\echet Proximity Queries Among Trajectories by Joachim Gudmundsson et al
05-28-2020	Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection by Muhammad Naseer Bajwa et al
05-26-2020	Counterfactual Detection meets Transfer Learning by Kelechi Nwaike et al
05-27-2020	An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images by Jonas Wurst et al
05-29-2020	Differentially Private Decomposable Submodular Maximization by Anamay Chaturvedi et al
05-29-2020	Learning From Context-Agnostic Synthetic Data by Charles Jin et al
05-28-2020	ODEN: A Framework to Solve Ordinary Differential Equations using Artificial Neural Networks by Liam L. H. Lau et al
05-26-2020	Skew Gaussian Processes for Classification by Alessio Benavoli et al
05-27-2020	Tensor Decomposition for Multi-agent Predictive State Representation by Bilian Chen et al
05-26-2020	Class-Weighted Classification: Trade-offs and Robust Approaches by Ziyu Xu et al
05-27-2020	Interpretable and Efficient Heterogeneous Graph Convolutional Network by Yaming Yang et al
05-29-2020	Detection of Bangla Fake News using MNB and SVM Classifier by Md Gulzar Hussain et al
05-28-2020	Exploiting Non-Linear Redundancy for Neural Model Compression by Muhammad A. Shah et al
05-29-2020	Query complexity of heavy hitter estimation by Sahasrajit Sarmasarkar et al
05-28-2020	Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images by Abdullah-Al-Zubaer Imran et al
05-28-2020	Intelligent Residential Energy Management System using Deep Reinforcement Learning by Alwyn Mathew et al
05-26-2020	Enhancing accuracy of deep learning algorithms by training with low-discrepancy sequences by Siddhartha Mishra et al
05-27-2020	SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure by Koorosh Aslansefat et al
05-26-2020	A Protection against the Extraction of Neural Network Models by Hervé Chabanne et al
05-26-2020	A reinforcement learning approach to rare trajectory sampling by Dominic C. Rose et al
05-26-2020	On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness by Murat A. Erdogdu et al
05-26-2020	Towards intervention-centric causal reasoning in learning agents by Benjamin Lansdell
05-28-2020	Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Moves discrepancies by Mattias P Heinrich et al
05-26-2020	Approximation Schemes for ReLU Regression by Ilias Diakonikolas et al
05-26-2020	Minimizing Supervision in Multi-label Categorization by Rajat et al

05-29-2020	An Efficient Indoor Navigation Technique To Find Optimal Route For Blinds Using QR Codes by Affan Idrees et al
05-27-2020	Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques by Han Qiu et al
05-27-2020	Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges by Shaohuai Shi et al
05-27-2020	CLOCS: Contrastive Learning of Cardiac Signals by Dani Kiyasseh et al
05-28-2020	Task-Based Information Compression for Multi-Agent Communication Problems with Channel Rate Constraints by Arsham Mostaani et al
05-29-2020	Modeling System Dynamics with Physics-Informed Neural Networks Based on Lagrangian Mechanics by Manuel A. Roehrl et al
05-28-2020	Estimating the Prediction Performance of Spatial Models via Spatial k-Fold Cross Validation by Jonne Pohjankukka et al
05-29-2020	First Neural Conjecturing Datasets and Experiments by Josef Urban et al
05-26-2020	VarFA: A Variational Factor Analysis Framework For Efficient Bayesian Learning Analytics by Zichao Wang et al
05-28-2020	Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking by Thibault Févry et al
05-28-2020	Generalised Interpretable Shapelets for Irregular Time Series by Patrick Kidger et al
05-28-2020	Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning by Muhammad Naseer Bajwa et al
05-28-2020	Assessing Centrality Without Knowing Connections by Leyla Roohi et al
05-29-2020	Non-Rigid Volume to Surface Registration using a Data-Driven Biomechanical Model by Micha Pfeiffer et al
05-26-2020	A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction by Saadullah Amin et al
05-28-2020	Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models by Zhijian Ou et al
05-27-2020	Enhancing Resilience of Deep Learning Networks by Means of Transferable Adversaries by Moritz Seiler et al
05-26-2020	Investigating a Spectral Deception Loss Metric for Training Machine Learning-based Evasion Attacks by Matthew DelVecchio et al
05-26-2020	Review of Mathematical frameworks for Fairness in Machine Learning by Eustasio del Barrio et al
05-29-2020	DIGIT: A Novel Design for a Low-Cost Compact High-Resolution Tactile Sensor with Application to In-Hand Manipulation by Mike Lambeta et al
05-28-2020	Machine Learning for recognition of minerals from multispectral data by Pavel Jahoda et al
05-29-2020	Online DR-Submodular Maximization with Stochastic Cumulative Constraints by Prasanna Sanjay Raut et al
05-29-2020	Bayesian network structure learning with causal effects in the presence of latent variables by Kiattikun Chobtham et al
05-27-2020	On the Monotonicity of a Nondifferentially Mismeasured Binary Confounder by Jose M. Peña
05-26-2020	Memory-Efficient Sampling for Minimax Distance Measures by Fazeleh Sadat Hoseini et al
05-27-2020	Selective Inference for Latent Block Models by Chihiro Watanabe et al
05-28-2020	Learning How To Learn Within An LSM-based Key-Value Store by Yifan Dai et al
05-27-2020	Graph Neural Network for Hamiltonian-Based Material Property Prediction by Hexin Bai et al
05-27-2020	A Comparative Study of Machine Learning Models for Tabular Data Through Challenge of Monitoring Parkinsons Disease Progression Using Voice Recordings by Mohammadreza Iman et al
05-27-2020	On the Convergence of Gradient Descent Training for Two-layer ReLU-networks in the Mean Field Regime by Stephan Wojtowytsch
05-27-2020	Operationalizing the Legal Principle of Data Minimization for Personalization by Asia J. Biega et al
05-27-2020	Sparse Identification of Nonlinear Dynamical Systems via Reweighted ℓ1ℓ1-regularized Least Squares by Alexandre Cortiella et al
05-27-2020	Semi-supervised source localization with deep generative modeling by Michael J. Bianco et al
05-26-2020	Inherent Noise in Gradient Based Methods by Arushi Gupta
05-27-2020	Precisely Predicting Acute Kidney Injury with Convolutional Neural Network Based on Electronic Health Record Data by Yu Wang et al
05-28-2020	Adversarial Classification via Distributional Robustness with Wasserstein Ambiguity by Nam Ho-Nguyen et al
05-28-2020	Travel Time Prediction using Tree-Based Ensembles by He Huang et al
05-26-2020	On the Impossibility of Global Convergence in Multi-Loss Optimization by Alistair Letcher
05-29-2020	Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression by Domagoj Ćevid et al
05-29-2020	A Process for the Evaluation of Node Embedding Methods in the Context of Node Classification by Christoph Martin et al
05-28-2020	MACER: A Modular Framework for Accelerated Compilation Error Repair by Darshak Chhatbar et al
05-26-2020	Predictive Modeling of Periodic Behavior for Human-Robot Symbiotic Walking by Geoffrey Clark et al
05-26-2020	Exhaustive Neural Importance Sampling applied to Monte Carlo event generation by Sebastian Pina-Otey et al
05-29-2020	Sim2Real for Peg-Hole Insertion with Eye-in-Hand Camera by Damian Bogunowicz et al
05-26-2020	Arm order recognition in multi-armed bandit problem with laser chaos time series by Naoki Narisawa et al
05-26-2020	Attention: to Better Stand on the Shoulders of Giants by Sha Yuan et al
05-26-2020	Image Restoration from Parametric Transformations using Generative Models by Kalliopi Basioti et al
05-26-2020	Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging by Bo Li et al
05-26-2020	Hard Shape-Constrained Kernel Machines by Pierre-Cyril Aubin-Frankowski et al
05-26-2020	Explore Training of Deep Convolutional Neural Networks on Battery-powered Mobile Devices: Design and Application by Cong Wang et al
05-28-2020	Unsupervised Feature Selection via Multi-step Markov Transition Probability by Yan Min et al
05-26-2020	A Novel Ramp Metering Approach Based on Machine Learning and Historical Data by Anahita Sanandaji et al
05-28-2020	Robust estimation via generalized quasi-gradients by Banghua Zhu et al
05-27-2020	Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models by Mitch Hill et al
05-27-2020	Generative Adversarial Networks Applied to Observational Health Data by Jeremy Georges-Filteau et al
05-26-2020	Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling by Rylan Perumal et al
05-27-2020	CAT: A CTC-CRF based ASR Toolkit Bridging the Hybrid and the End-to-end Approaches towards Data Efficiency and Low Latency by Keyu An et al
05-26-2020	Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems by Muhammad Asif Rana et al
05-28-2020	Active Fuzzing for Testing and Securing Cyber-Physical Systems by Yuqi Chen et al
05-27-2020	Fast Risk Assessment for Autonomous Vehicles Using Learned Models of Agent Futures by Allen Wang et al
05-27-2020	Convergence Analysis of Riemannian Stochastic Approximation Schemes by Alain Durmus et al
05-27-2020	Neural Edit Completion by Shaked Brody et al
05-26-2020	An Ambient-Physical System to Infer Concentration in Open-plan Workplace by Mohammad Saiedur Rahaman et al
05-28-2020	Chaos, Extremism and Optimism: Volume Analysis of Learning in Games by Yun Kuen Cheung et al
05-27-2020	General-Purpose User Embeddings based on Mobile App Usage by Junqi Zhang et al
05-26-2020	How to Grow a (Product) Tree: Personalized Category Suggestions for eCommerce Type-Ahead by Jacopo Tagliabue et al
05-28-2020	Algorithm Selection Framework for Cyber Attack Detection by Marc Chalé et al
05-28-2020	Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks by Simge Kucukyavuz et al
05-28-2020	Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification by Danilo Avola et al
05-27-2020	Generative Adversarial Networks for Bitcoin Data Augmentation by Francesco Zola et al
05-26-2020	Continual Local Training for Better Initialization of Federated Models by Xin Yao et al
05-28-2020	Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities by Sebastian Hönel et al
05-26-2020	Time-Variant Variational Transfer for Value Functions by Giuseppe Canonaco et al
05-28-2020	Codebook-Based Beam Tracking for Conformal ArrayEnabled UAV MmWave Networks by Jinglin Zhang et al
05-26-2020	Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks by Ju-Hyung Lee et al
05-27-2020	Fast and Effective Robustness Certification for Recurrent Neural Networks by Wonryong Ryou et al
05-27-2020	Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows by Derek Onken et al
05-26-2020	Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model by Gen Li et al
05-26-2020	A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants by Konstantin Posch et al
05-26-2020	MVIN: Learning Multiview Items for Recommendation by Chang-You Tai et al
05-26-2020	Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data by Oliver Mey et al
05-26-2020	To update or not to update? Delayed Nonparametric Bandits with Randomized Allocation by Sakshi Arya et al
05-27-2020	copent: Estimating Copula Entropy in R by Jian Ma