2020.3.23 Learning papers

03-18-2020	Neuroevolution of Self-Interpretable Agents by Yujin Tang et al
03-18-2020	Pre-trained Models for Natural Language Processing: A Survey by Xipeng Qiu et al
03-17-2020	Rethinking Batch Normalization in Transformers by Sheng Shen et al
03-19-2020	High-Resolution Daytime Translation Without Domain Labels by Ivan Anokhin et al
03-17-2020	Machine Learning the Phenomenology of COVID-19 From Early Infection Dynamics by Malik Magdon-Ismail
03-17-2020	Blur, Noise, and Compression Robust Generative Adversarial Networks by Takuhiro Kaneko et al
03-18-2020	Fixing the train-test resolution discrepancy: FixEfficientNet by Hugo Touvron et al
03-19-2020	Overinterpretation reveals image classification model pathologies by Brandon Carter et al
03-18-2020	OpenGAN: Open Set Generative Adversarial Networks by Luke Ditria et al
03-17-2020	Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild by Umar Iqbal et al
03-18-2020	Collaborative Distillation for Ultra-Resolution Universal Style Transfer by Huan Wang et al
03-18-2020	Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images by Hang Zhou et al
03-18-2020	Train, Learn, Expand, Repeat by Abhijeet Parida et al
03-18-2020	MINT: Deep Network Compression via Mutual Information-based Neuron Trimming by Madan Ravi Ganesh et al
03-18-2020	Self-Supervised Contextual Bandits in Computer Vision by Aniket Anand Deshmukh et al
03-19-2020	Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning by Tabish Rashid et al
03-18-2020	Gaze-Sensing LEDs for Head Mounted Displays by Kaan Akşit et al
03-17-2020	A Unified View of Label Shift Estimation by Saurabh Garg et al
03-17-2020	Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario by Yu Tian et al
03-18-2020	Potential Neutralizing Antibodies Discovered for Novel Corona Virus Using Machine Learning by Rishikesh Magar et al
03-18-2020	MagicEyes: A Large Scale Eye Gaze Estimation Dataset for Mixed Reality by Zhengyang Wu et al
03-19-2020	Ensemble learning in CNN augmented with fully connected subnetworks by Daiki Hirata et al
03-19-2020	Goal-Conditioned End-to-End Visuomotor Control for Versatile Skill Primitives by Oliver Groth et al
03-19-2020	LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units by Guangli Li et al
03-18-2020	Lifelong Learning with Searchable Extension Units by Wenjin Wang et al
03-19-2020	Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning by Nikan K. Namiri et al
03-19-2020	Inverse Problems, Deep Learning, and Symmetry Breaking by Kshitij Tayal et al
03-19-2020	Depth Estimation by Learning Triangulation and Densification of Sparse Points for Multi-view Stereo by Ayan Sinha et al
03-17-2020	Incremental Object Detection via Meta-Learning by K J Joseph et al
03-18-2020	Weakly Supervised PET Tumor Detection Using Class Response by Amine Amyar et al
03-18-2020	STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos by Ali Athar et al
03-17-2020	Nonparametric Deconvolution Models by Allison J. B. Chaney et al
03-17-2020	Calibration of Pre-trained Transformers by Shrey Desai et al
03-18-2020	Viewport-Aware Deep Reinforcement Learning Approach for 360oo Video Caching by Pantelis Maniotis et al
03-19-2020	Beheshti-NER: Persian Named Entity Recognition Using BERT by Ehsan Taher et al
03-18-2020	Federated Visual Classification with Real-World Data Distribution by Tzu-Ming Harry Hsu et al
03-17-2020	Teacher-Student chain for efficient semi-supervised histology image classification by Shayne Shaw et al
03-17-2020	Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation by Huiyu Wang et al
03-17-2020	Overview of the TREC 2019 deep learning track by Nick Craswell et al
03-19-2020	RADIOGAN: Deep Convolutional Conditional Generative adversarial Network To Generate PET Images by Amine Amyar et al
03-17-2020	Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis by Ruifeng Shi et al
03-19-2020	Temporal Embeddings and Transformer Models for Narrative Text Understanding by Vani K et al
03-19-2020	Brain tumor segmentation with missing modalities via latent multi-source correlation representation by Tongxue Zhou et al
03-17-2020	Toward Interpretable Machine Learning: Transparent Deep Neural Networks and Beyond by Wojciech Samek et al
03-18-2020	Stable Neural Flows by Stefano Massaroli et al
03-20-2020	Online Continual Learning on Sequences by German I. Parisi et al
03-17-2020	Two Tier Prediction of Stroke Using Artificial Neural Networks and Support Vector Machines by Jerrin Thomas Panachakel et al
03-20-2020	Few-Shot Learning with Geometric Constraints by Hong-Gyu Jung et al
03-19-2020	Metric learning: cross-entropy vs. pairwise losses by Malik Boudiaf et al
03-17-2020	A Dynamic Reduction Network for Point Clouds by Lindsey Gray et al
03-17-2020	Fair inference on error-prone outcomes by Laura Boeschoten et al
03-17-2020	Deep Active Learning for Remote Sensing Object Detection by Zhenshen Qu et al
03-18-2020	Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization by Fei Ding et al
03-18-2020	Anchor & Transform: Learning Sparse Representations of Discrete Objects by Paul Pu Liang et al
03-17-2020	Neural Mesh Refiner for 6-DoF Pose Estimation by Di Wu et al
03-19-2020	Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks by Ali Balali et al
03-20-2020	Unsupervised Latent Space Translation Network by Magda Friedjungová et al
03-17-2020	Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems by Yue Wang et al
03-18-2020	Solving Non-Convex Non-Differentiable Min-Max Games using Proximal Gradient Method by Babak Barazandeh et al
03-18-2020	Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication by Abhishek Jana et al
03-19-2020	XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning by Sung Whan Yoon et al
03-18-2020	Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructure by E. A. Huerta et al
03-20-2020	Automatic Identification of Types of Alterations in Historical Manuscripts by David Lassner et al
03-18-2020	Adjust Planning Strategies to Accommodate Reinforcement Learning Agents by Xuerun Chen
03-17-2020	DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother Machine by Jean Ollion et al
03-19-2020	Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach by Yi Liu et al
03-20-2020	Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation by Misgina Tsighe Hagos
03-18-2020	Deep Quaternion Features for Privacy Protection by Hao Zhang et al
03-19-2020	The value of text for small business default prediction: A deep learning approach by Matthew Stevenson et al
03-19-2020	Exchangeable Input Representations for Reinforcement Learning by John Mern et al
03-18-2020	Compressed Sensing with Invertible Generative Models and Dependent Noise by Jay Whang et al
03-17-2020	Multi-modal Dense Video Captioning by Vladimir Iashin et al
03-18-2020	The Future of Digital Health with Federated Learning by Nicola Rieke et al
03-18-2020	Capsule GAN Using Capsule Network for Generator Architecture by Kanako Marusaki et al
03-19-2020	Semi-analytic approximate stability selection for correlated data in generalized linear models by Takashi Takahashi et al
03-20-2020	Visual Navigation Among Humans with Optimal Control as a Supervisor by Varun Tolani et al
03-18-2020	A Driver Fatigue Recognition Algorithm Based on Spatio-Temporal Feature Sequence by Chen Zhang et al
03-18-2020	Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks by Yimeng Min et al
03-18-2020	TTTTTackling WinoGrande Schemas by Sheng-Chieh Lin et al
03-19-2020	TF-Coder: Program Synthesis for Tensor Manipulations by Kensen Shi et al
03-19-2020	Kidney segmentation using 3D U-Net localized with Expectation Maximization by Omid Bazgir et al
03-19-2020	Learning to Fly via Deep Model-Based Reinforcement Learning by Philip Becker-Ehmck et al
03-18-2020	An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients by Ya Lu et al
03-17-2020	Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior by Hu Zhang et al
03-18-2020	Distributed and Democratized Learning: Philosophy and Research Challenges by Minh N. H. Nguyen et al
03-20-2020	Sequential Bayesian Experimental Design for Implicit Models via Mutual Information by Steven Kleinegesse et al
03-18-2020	Predicting Performance of Asynchronous Differentially-Private Learning by Farhad Farokhi et al
03-20-2020	Learning to simulate and design for structural engineering by Kai-Hung Chang et al
03-20-2020	DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval by Gunhee Nam et al
03-19-2020	Layerwise Knowledge Extraction from Deep Convolutional Networks by Simon Odense et al
03-19-2020	Local Implicit Grid Representations for 3D Scenes by Chiyu Max Jiang et al
03-18-2020	Sequential Forecasting of 100,000 Points by Xinshuo Weng et al
03-20-2020	Three-branch and Mutil-scale learning for Fine-grained Image Recognition (TBMSL-Net) by Fan Zhang et al
03-20-2020	Interpretable Multi Time-scale Constraints in Model-free Deep Reinforcement Learning for Autonomous Driving by Gabriel Kalweit et al
03-18-2020	DLow: Diversifying Latent Flows for Diverse Human Motion Prediction by Ye Yuan et al
03-19-2020	Microvasculature Segmentation and Inter-capillary Area Quantification of the Deep Vascular Complex using Transfer Learning by Julian Lo et al
03-17-2020	Multi-action Offline Policy Learning with Bayesian Optimization by Fang Cai et al
03-19-2020	Cross-Shape Graph Convolutional Networks by Dmitry Petrov et al
03-17-2020	ContainerStress: Autonomous Cloud-Node Scoping Framework for Big-Data ML Use Cases by Guang Chao Wang et al
03-20-2020	U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation by Nikhil Varma Keetha et al
03-20-2020	Deep Reinforcement Learning with Weighted Q-Learning by Andrea Cini et al
03-18-2020	Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously by Qing Tian et al
03-17-2020	ParKCa: Causal Inference with Partially Known Causes by Raquel Aoki et al
03-17-2020	Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization by Haiyang Xu et al
03-19-2020	Survey of Personalization Techniques for Federated Learning by Viraj Kulkarni et al
03-17-2020	Self-Supervised Log Parsing by Sasho Nedelkoski et al
03-17-2020	Improving predictions by nonlinear regression models from outlying input data by William W. Hsieh
03-17-2020	A Deep Multi-Agent Reinforcement Learning Approach to Autonomous Separation Assurance by Marc Brittain et al
03-19-2020	Uncertainty Estimation in Cancer Survival Prediction by Hrushikesh Loya et al
03-17-2020	Human Activity Recognition from Wearable Sensor Data Using Self-Attention by Saif Mahmud et al
03-17-2020	Efficient Bitwidth Search for Practical Mixed Precision Neural Network by Yuhang Li et al
03-17-2020	Heat and Blur: An Effective and Fast Defense Against Adversarial Examples by Haya Brama et al
03-17-2020	Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization by Jorge Oliveira et al
03-17-2020	Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction by Eunju Cha et al
03-19-2020	Generating new concepts with hybrid neuro-symbolic models by Reuben Feinman et al
03-19-2020	Affinity Graph Supervision for Visual Recognition by Chu Wang et al
03-20-2020	Event-based Asynchronous Sparse Convolutional Networks by Nico Messikommer et al
03-18-2020	CAFENet: Class-Agnostic Few-Shot Edge Detection Network by Young-Hyun Park et al
03-18-2020	Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification by Jun Seo et al
03-20-2020	Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time by Rafael T. Sousa et al
03-17-2020	Joint 3D Tracking and Forecasting with Graph Neural Network and Diversity Sampling by Xinshuo Weng et al
03-19-2020	Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network by Jakaria Rabbi et al
03-17-2020	Formal Scenario-Based Testing of Autonomous Vehicles: From Simulation to the Real World by Daniel J. Fremont et al
03-18-2020	Gradient Estimation for Federated Learning over Massive MIMO Communication Systems by Yo-Seb Jeon et al
03-19-2020	Automated Formal Synthesis of Lyapunov Neural Networks by Alessandro Abate et al
03-18-2020	Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation by Zhonghao Wang et al
03-17-2020	Anomaly Detection in Video Data Based on Probabilistic Latent Space Models by Giulia Slavic et al
03-19-2020	RAB: Provable Robustness Against Backdoor Attacks by Maurice Weber et al
03-19-2020	Bipartite Link Prediction based on Topological Features via 2-hop Path by Jungwoon Shin
03-18-2020	Few-Shot Graph Classification with Model Agnostic Meta-Learning by Ning Ma et al

03-18-2020	Interpretable Deep Recurrent Neural Networks via Unfolding Reweighted ℓ1ℓ1-ℓ1ℓ1 Minimization: Architecture Design and Generalization Analysis by Huynh Van Luong et al
03-17-2020	Hyperplane Arrangements of Trained ConvNets Are Biased by Matteo Gamba et al
03-20-2020	Privileged Pooling: Supervised attention-based pooling for compensating dataset bias by Andres C. Rodriguez et al
03-19-2020	Adaptive Batching for Gaussian Process Surrogates with Application in Noisy Level Set Estimation by Xiong Lyu et al
03-18-2020	Progress Extrapolating Algorithmic Learning to Arbitrary Sequence Lengths by Andreas Robinson
03-17-2020	Adversarial Transferability in Wearable Sensor Systems by Ramesh Kumar Sah et al
03-19-2020	Techniques for Vocabulary Expansion in Hybrid Speech Recognition Systems by Nikolay Malkovsky et al
03-18-2020	Site2Vec: a reference frame invariant algorithm for vector embedding of protein-ligand binding sites by Arnab Bhadra et al
03-19-2020	HyNNA: Improved Performance for Neuromorphic Vision Sensor based Surveillance using Hybrid Neural Network Architecture by Deepak Singla et al
03-19-2020	Multilayer Dense Connections for Hierarchical Concept Classification by Toufiq Parag et al
03-17-2020	Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM) by Ziang Liu et al
03-18-2020	Clustering with Fast, Automated and Reproducible assessment applied to longitudinal neural tracking by Hanlin Zhu et al
03-19-2020	Faster SVM Training via Conjugate SMO by Alberto Torres-Barrán et al
03-17-2020	Energy-Based Processes for Exchangeable Data by Mengjiao Yang et al
03-19-2020	Conditional Gaussian Distribution Learning for Open Set Recognition by Xin Sun et al
03-18-2020	Malicious Experts versus the multiplicative weights algorithm in online prediction by Erhan Bayraktar et al
03-17-2020	The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify by David Holtz et al
03-18-2020	Bootstrap Bias Corrected Cross Validation applied to Super Learning by Krzysztof Mnich et al
03-17-2020	A comprehensive study on the prediction reliability of graph neural networks for virtual screening by Soojung Yang et al
03-20-2020	Localized sketching for matrix multiplication and ridge regression by Rakshith S Srinivasa et al
03-20-2020	Quantum noise protects quantum classifiers against adversaries by Yuxuan Du et al
03-17-2020	Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator by Yassir Jedra et al
03-17-2020	The Implicit Regularization of Stochastic Gradient Flow for Least Squares by Alnur Ali et al
03-17-2020	The Value of Nullspace Tuning Using Partial Label Information by Colin B. Hansen et al
03-20-2020	L2B: Learning to Balance the Safety-Efficiency Trade-off in Interactive Crowd-aware Robot Navigation by Mai Nishimura et al
03-17-2020	3D Dynamic Point Cloud Denoising via Spatial-Temporal Graph Learning by Wei Hu et al
03-18-2020	Block Layer Decomposition schemes for training Deep Neural Networks by Laura Palagi et al
03-17-2020	Partial Multi-label Learning with Label and Feature Collaboration by Tingting Yu et al
03-19-2020	Disentanglement with Hyperspherical Latent Spaces using Diffusion Variational Autoencoders by Luis A. Pérez Rey
03-20-2020	One Neuron to Fool Them All by Anshuman Suri et al
03-17-2020	Directions for Explainable Knowledge-Enabled Systems by Shruthi Chari et al
03-18-2020	Super Low Resolution RF Powered Accelerometers for Alerting on Hospitalized Patient Bed Exits by Michael Chesser et al
03-17-2020	Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix by Kun Chen et al
03-18-2020	A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency by Xinyi Guo et al
03-17-2020	Assessing Robustness to Noise: Low-Cost Head CT Triage by Sarah M. Hooper et al
03-19-2020	Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations by Huan Zhang et al
03-19-2020	Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates by Amin Ghiasi et al
03-18-2020	Logistic-Regression with peer-group effects via inference in higher order Ising models by Constantinos Daskalakis et al
03-17-2020	Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning by Yong Zeng et al
03-17-2020	Generating Electronic Health Records with Multiple Data Types and Constraints by Chao Yan et al
03-17-2020	Verification of Neural Networks: Enhancing Scalability through Pruning by Dario Guidotti et al
03-18-2020	Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yor\`ub\a by David Ifeoluwa Adelani et al
03-20-2020	Improving Embedding Extraction for Speaker Verification with Ladder Network by Fei Tao et al
03-20-2020	Sample Complexity Result for Multi-category Classifiers of Bounded Variation by Khadija Musayeva
03-18-2020	Vulnerabilities of Connectionist AI Applications: Evaluation and Defence by Christian Berghoff et al
03-20-2020	A unified framework for spectral clustering in sparse graphs by Lorenzo Dall'Amico et al
03-17-2020	Foundations of Explainable Knowledge-Enabled Systems by Shruthi Chari et al
03-18-2020	Efficient improper learning for online logistic regression by Rémi Jézéquel et al
03-17-2020	Nonlinear system identification with regularized Tensor Network B-splines by Ridvan Karagoz et al
03-17-2020	Real-World Considerations for Deep Learning in Wireless Signal Identification Based on Spectral Correlation Function by Kürşat Tekbıyık et al
03-18-2020	Improving Adversarial Robustness Through Progressive Hardening by Chawin Sitawarin et al
03-17-2020	Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders by Yaniv Yacoby et al
03-18-2020	A Novel Deep Learning Architecture for Decoding Imagined Speech from EEG by Jerrin Thomas Panachakel et al
03-19-2020	Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks by Sihua Wang et al
03-18-2020	SurvLIME: A method for explaining machine learning survival models by Maxim S. Kovalev et al
03-18-2020	Discovering Business Area Effects to Process Mining Analysis Using Clustering and Influence Analysis by Teemu Lehto et al
03-19-2020	A Hybrid Model-based and Data-driven Approach to Spectrum Sharing in mmWave Cellular Networks by Hossein S. Ghadikolaei et al
03-17-2020	A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs by Radu Ioan Bot et al
03-19-2020	Voice and accompaniment separation in music using self-attention convolutional neural network by Yuzhou Liu et al
03-18-2020	Fault Handling in Large Water Networks with Online Dictionary Learning by Paul Irofti et al
03-20-2020	On the performance of different excitation-residual blocks for Acoustic Scene Classification by Javier Naranjo-Alcazar et al
03-17-2020	Teacher-Student Domain Adaptation for Biosensor Models by Lawrence G. Phillips et al
03-19-2020	Latent Space Roadmap for Visual Action Planning of Deformable and Rigid Object Manipulation by Martina Lippi et al
03-17-2020	Neural Networks for Encoding Dynamic Security-Constrained Optimal Power Flow to Mixed-Integer Linear Programs by Andreas Venzke et al
03-17-2020	Linear Regression without Correspondences via Concave Minimization by Liangzu Peng et al
03-18-2020	Survey of Privacy-Preserving Collaborative Filtering by Islam Elnabarawy et al
03-20-2020	Learning-based Bias Correction for Ultra-wideband Localization of Resource-constrained Mobile Robots by Wenda Zhao et al
03-20-2020	Evolutionary Multi-Objective Optimization Framework for Mining Association Rules by Shaik Tanveer Ul Huq et al
03-17-2020	CARPAL: Confidence-Aware Intent Recognition for Parallel Autonomy by Xin Huang et al
03-18-2020	Detecting Replay Attacks Using Multi-Channel Audio: A Neural Network-Based Method by Yuan Gong et al
03-17-2020	Learning Nonlinear Loop Invariants with Gated Continuous Logic Networks by Jianan Yao et al
03-18-2020	NeCPD: An Online Tensor Decomposition with Optimal Stochastic Gradient Descent by Ali Anaissi et al
03-17-2020	Semi-Supervised Learning on Graphs with Feature-Augmented Graph Basis Functions by Wolfgang Erb
03-17-2020	Inverse Design of Potential Singlet Fission Molecules using a Transfer Learning Based Approach by Akshay Subramanian et al
03-19-2020	Hybrid Model For Intrusion Detection Systems by Baha Rababah et al