2020.4.20 Learning papers

04-16-2020	Shortcut Learning in Deep Neural Networks by Robert Geirhos et al
04-15-2020	Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19 by Deisy Morselli Gysi et al
04-15-2020	Datasets for Data-Driven Reinforcement Learning by Justin Fu et al
04-14-2020	Weight Poisoning Attacks on Pre-trained Models by Keita Kurita et al
04-16-2020	The Right Tool for the Job: Matching Model and Instance Complexities by Roy Schwartz et al
04-16-2020	A Game Theoretic Framework for Model Based Reinforcement Learning by Aravind Rajeswaran et al
04-15-2020	On Learning Rates and Schr\odinger Operators by Bin Shi et al
04-14-2020	Intuitive, Interactive Beard and Hair Synthesis with Generative Models by Kyle Olszewski et al
04-15-2020	A Spatiotemporal Epidemic Model to Quantify the Effects of Contact Tracing, Testing, and Containment by Lars Lorch et al
04-15-2020	Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks by Aryan Mobiny et al
04-15-2020	Combinatorial 3D Shape Generation via Sequential Assembly by Jungtaek Kim et al
04-16-2020	Continual Reinforcement Learning with Multi-Timescale Replay by Christos Kaplanis et al
04-16-2020	Geometry-Aware Gradient Algorithms for Neural Architecture Search by Liam Li et al
04-15-2020	Representation Learning of Histopathology Images using Graph Neural Networks by Mohammed Adnan et al
04-16-2020	Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision by Fei Pan et al
04-16-2020	Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection by Shauli Ravfogel et al
04-14-2020	Layered Graph Embedding for Entity Recommendation using Wikipedia in the Yahoo! Knowledge Graph by Chien-Chun Ni et al
04-16-2020	LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation by Dong-Ho Lee et al
04-15-2020	Online Multiserver Convex Chasing and Optimization by Sébastien Bubeck et al
04-15-2020	Non-Autoregressive Machine Translation with Latent Alignments by Chitwan Saharia et al
04-14-2020	Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning by Kangning Liu et al
04-15-2020	ESResNet: Environmental Sound Classification Based on Visual Domain Models by Andrey Guzhov et al
04-15-2020	ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos by Guillaume Vaudaux-Ruth et al
04-15-2020	Learning Furniture Compatibility with Graph Neural Networks by Luisa F. Polania et al
04-15-2020	Poisoning Attacks on Algorithmic Fairness by David Solans et al
04-15-2020	Reinforcement Learning in a Physics-Inspired Semi-Markov Environment by Colin Bellinger et al
04-15-2020	BabyAI++: Towards Grounded-Language Learning beyond Memorization by Tianshi Cao et al
04-16-2020	Explainable Image Classification with Evidence Counterfactual by Tom Vermeire et al
04-16-2020	Continual Learning with Extended Kronecker-factored Approximate Curvature by Janghyeon Lee et al
04-16-2020	Knowledge Distillation for Action Anticipation via Label Smoothing by Guglielmo Camporese et al
04-14-2020	Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images by Shaoping Hu et al
04-16-2020	TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition by Bill Yuchen Lin et al
04-15-2020	F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder by Kaizhi Qian et al
04-16-2020	Really Useful Synthetic Data -- A Framework to Evaluate the Quality of Differentially Private Synthetic Data by Christian Arnold et al
04-16-2020	Destination Prediction Based on Partial Trajectory Data by Patrick Ebel et al
04-16-2020	Do sequence-to-sequence VAEs learn global features of sentences? by Tom Bosc et al
04-14-2020	Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs by Yaoxin Li et al
04-16-2020	In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos by Florin Condrea et al
04-15-2020	On Box-Cox Transformation for Image Normality and Pattern Classification by Abbas Cheddad
04-15-2020	Analyzing analytical methods: The case of phonology in neural models of spoken language by Grzegorz Chrupała et al
04-14-2020	Stochastic batch size for adaptive regularization in deep network optimization by Kensuke Nakamura et al
04-14-2020	An automatic COVID-19 CT segmentation based on U-Net with attention mechanism by Tongxue Zhou et al
04-16-2020	Top-Down Networks: A coarse-to-fine reimagination of CNNs by Ioannis Lelekas et al
04-15-2020	JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation by Yu-Huan Wu et al
04-15-2020	Wasserstein Adversarial Autoencoders for Knowledge Graph Embedding based Drug-Drug Interaction Prediction by Yuanfei Dai et al
04-14-2020	Differentially Private Assouad, Fano, and Le Cam by Jayadev Acharya et al
04-15-2020	Training with Quantization Noise for Extreme Fixed-Point Compression by Angela Fan et al
04-14-2020	Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision by Hoel Kervadec et al
04-15-2020	Sample-efficient learning of quantum many-body systems by Anurag Anshu et al
04-14-2020	Breaking the waves: asymmetric random periodic features for low-bitrate kernel machines by Vincent Schellekens et al
04-14-2020	DialGraph: Sparse Graph Learning Networks for Visual Dialog by Gi-Cheon Kang et al
04-16-2020	Suicidal Ideation and Mental Disorder Detection with Attentive Relation Networks by Shaoxiong Ji et al
04-15-2020	Effect of Input Noise Dimension in GANs by Manisha Padala et al
04-14-2020	A2D2: Audi Autonomous Driving Dataset by Jakob Geyer et al
04-15-2020	Extending Unsupervised Neural Image Compression With Supervised Multitask Learning by David Tellez et al
04-15-2020	Benchmarking Unsupervised Outlier Detection with Realistic Synthetic Data by Georg Steinbuss et al
04-14-2020	Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors by Mateusz Michalkiewicz et al
04-15-2020	A function space analysis of finite neural networks with insights from sampling theory by Raja Giryes
04-14-2020	Multi-source Attention for Unsupervised Domain Adaptation by Xia Cui et al
04-15-2020	Exploiting Categorical Structure Using Tree-Based Methods by Brian Lucena
04-15-2020	Continuous learning of face attribute synthesis by Xin Ning et al
04-15-2020	Understanding Aesthetic Evaluation using Deep Learning by Jon McCormack et al
04-15-2020	lamBERT: Language and Action Learning Using Multimodal BERT by Kazuki Miyazawa et al
04-14-2020	Mosaic Super-resolution via Sequential Feature Pyramid Networks by Mehrdad Shoeiby et al
04-15-2020	On the Design of Communication Efficient Federated Learning over Wireless Networks by Richeng Jin et al
04-14-2020	Transformer based Grapheme-to-Phoneme Conversion by Sevinj Yolchuyeva et al
04-14-2020	Code Completion using Neural Attention and Byte Pair Encoding by Youri Arkesteijn et al
04-14-2020	Contrastive Examples for Addressing the Tyranny of the Majority by Viktoriia Sharmanska et al
04-16-2020	Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing by Declan Oller et al
04-15-2020	Entities as Experts: Sparse Memory Access with Entity Supervision by Thibault Févry et al
04-14-2020	Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis by Godwin Badu-Marfo et al
04-15-2020	Contextual-Bandit Anomaly Detection for IoT Data in Distributed Hierarchical Edge Computing by Mao V. Ngo et al
04-16-2020	Network-principled deep generative models for designing drug combinations as graph sets by Mostafa Karimi et al
04-15-2020	Dynamic Bayesian Neural Networks by Lorenzo Rimella et al
04-14-2020	Knowledge Elicitation using Deep Metric Learning and Psychometric Testing by Lu Yin et al
04-14-2020	Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text by Shengbin Jia et al
04-14-2020	MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning by Yanyan Liang et al
04-16-2020	There is Strength in Numbers: Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training by Joe Stacey et al
04-14-2020	Walk the Lines: Object Contour Tracing CNN for Contour Completion of Ships by André Peter Kelm et al
04-15-2020	Provable Overlapping Community Detection in Weighted Graphs by Jimit Majmudar et al
04-15-2020	Advanced Evasion Attacks and Mitigations on Practical ML-Based Phishing Website Classifiers by Yusi Lei et al
04-14-2020	Scalable Autonomous Vehicle Safety Validation through Dynamic Programming and Scene Decomposition by Anthony Corso et al
04-14-2020	Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion by Arnaud Dapogny et al
04-16-2020	OptiGAN: Generative Adversarial Networks for Goal Optimized Sequence Generation by Mahmoud Hossam et al
04-15-2020	NN-based Transformation of Any SQL Cardinality Estimator for Handling DISTINCT, AND, OR and NOT by Rojeh Hayek et al
04-14-2020	Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray by Tawsifur Rahman et al
04-15-2020	Prolog Technology Reinforcement Learning Prover by Zsolt Zombori et al
04-16-2020	Machine-learning-based methods for output only structural modal identification by Yuequan Bao et al
04-15-2020	MeshingNet: A New Mesh Generation Method based on Deep Learning by Zheyan Zhang et al
04-15-2020	Topological Descriptors for Parkinsons Disease Classification and Regression Analysis by Afra Nawar et al
04-14-2020	Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks by Shu Liu et al
04-14-2020	StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization by Onur Tasar et al
04-15-2020	Learning sums of powers of low-degree polynomials in the non-degenerate case by Ankit Garg et al
04-14-2020	Bayesian differential programming for robust systems identification under uncertainty by Yibo Yang et al
04-14-2020	Particle-based Energetic Variational Inference by Yiwei Wang et al
04-16-2020	Data-Driven Robust Control Using Reinforcement Learning by Phuong D. Ngo et al
04-14-2020	Interpretable Safety Validation for Autonomous Vehicles by Anthony Corso et al
04-14-2020	Sequential Batch Learning in Finite-Action Linear Contextual Bandits by Yanjun Han et al
04-16-2020	Hcore-Init: Neural Network Initialization based on Graph Degeneracy by Stratis Limnios et al
04-14-2020	Oversampling for Imbalanced Time Series Data by Tuanfei Zhu et al
04-15-2020	Bootstrapped model learning and error correction for planning with uncertainty in model-based RL by Alvaro Ovalle et al
04-16-2020	Classification Representations Can be Reused for Downstream Generations by Saisubramaniam Gopalakrishnan et al
04-15-2020	Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach by Manyou Ma et al
04-15-2020	Analysis of Stochastic Gradient Descent in Continuous Time by Jonas Latz
04-15-2020	Interpretable Probabilistic Password Strength Meters via Deep Learning by Dario Pasquini et al
04-15-2020	Dark Experience for General Continual Learning: a Strong, Simple Baseline by Pietro Buzzega et al
04-15-2020	Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks by Alberto Marchisio et al
04-15-2020	Improving Input-Output Linearizing Controllers for Bipedal Robots via Reinforcement Learning by Fernando Castañeda et al
04-16-2020	Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with Cone-Beam Computed Tomography (CBCT) to Computed Tomography (CT) image conversion by Xiao Liang et al
04-14-2020	Budget Learning via Bracketing by Aditya Gangrade et al
04-15-2020	Neural Status Registers by Lukas Faber et al
04-15-2020	Flattening the curves: on-off lock-down strategies for COVID-19 with an application to Brazi by L. Tarrataca et al
04-16-2020	A Hybrid Objective Function for Robustness of Artificial Neural Networks -- Estimation of Parameters in a Mechanical System by Jan Sokolowski et al
04-15-2020	Learning 1-Dimensional Submanifolds for Subsequent Inference on Random Dot Product Graphs by Michael W. Trosset et al
04-16-2020	Nonparallel Hyperplane Classifiers for Multi-category Classification by Pooja Saigal et al
04-15-2020	Evaluation of Generalizability of Neural Program Analyzers under Semantic-Preserving Transformations by Md. Rafiqul Islam Rabin et al
04-14-2020	Latent Bayesian Inference for Robust Earnings Estimates by Chirag Nagpal et al
04-14-2020	Extrapolation in Gridworld Markov-Decision Processes by Eugene Charniak
04-14-2020	Adversarial Evaluation of Autonomous Vehicles in Lane-Change Scenarios by Baiming Chen et al
04-16-2020	Investigating Efficient Learning and Compositionality in Generative LSTM Networks by Sarah Fabi et al
04-15-2020	Transfer learning in large-scale ocean bottom seismic wavefield reconstruction by Mi Zhang et al
04-14-2020	Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions by Jon Vadillo et al
04-16-2020	Multi-Objective Evolutionary approach for the Performance Improvement of Learners using Ensembling Feature selection and Discretization Technique on Medical data by Deepak Singh et al
04-15-2020	Minimizing Interference and Selection Bias in Network Experiment Design by Zahra Fatemi et al
04-16-2020	Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization by Siddharth Tourani et al
04-14-2020	Stochastic modeling of non-linear adsorption with Gaussian kernel density estimators by Maryam Rahbaralam et al
04-15-2020	Unifying Privacy Loss Composition for Data Analytics by Mark Cesar et al
04-14-2020	Learning from Aggregate Observations by Yivan Zhang et al
04-15-2020	On Linear Optimization over Wasserstein Balls by Man-Chung Yue et al
04-14-2020	Robust Modelling of Reflectance Pulse Oximetry for SpO22 Estimation by Sricharan Vijayarangan et al
04-16-2020	Reinforcement Learning for Safety-Critical Control under Model Uncertainty, using Control Lyapunov Functions and Control Barrier Functions by Jason Choi et al
04-14-2020	On the interplay between physical and content priors in deep learning for computational imaging by Mo Deng et al
04-16-2020	Diversity-Aware Weighted Majority Vote Classifier for Imbalanced Data by Anil Goyal et al
04-15-2020	Differentially Private Linear Regression over Fully Decentralized Datasets by Yang Liu et al
04-15-2020	Asymmetrically Vertical Federated Learning by Yang Liu et al
04-14-2020	Measurement Error in Nutritional Epidemiology: A Survey by Huimin Peng
04-14-2020	The covariance matrix of Greens functions and its application to machine learning by Tomoko Nagai
04-15-2020	LOCA: LOcal Conformal Autoencoder for standardized data coordinates by Erez Peterfreund et al
04-14-2020	PFNN: A Penalty-Free Neural Network Method for Solving a Class of Second-Order Boundary-Value Problems on Complex Geometries by Hailong Sheng et al
04-14-2020	A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation by Chaoyang Wang et al
04-14-2020	Exploring Cell counting with Neural Arithmetic Logic Units by Ashish Rana et al
04-14-2020	Occupant Plugload Management for Demand Response in Commercial Buildings: Field Experimentation and Statistical Characterization by Chaitanya Poolla et al
04-14-2020	Alzheimers Dementia Recognition through Spontaneous Speech: The ADReSS Challenge by Saturnino Luz et al
04-14-2020	Secure Federated Learning in 5G Mobile Networks by Martin Isaksson et al
04-14-2020	On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems by Songyan Xue et al
04-15-2020	Ownership at Large -- Open Problems and Challenges in Ownership Management by John Ahlgren et al
04-14-2020	Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification by Zahraa S. Abdallah et al