2020.5.11 Learning papers

05-05-2020	Using Machine Learning to Emulate Agent-Based Simulations by Claudio Angione et al
05-06-2020	ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context by Wei Han et al
05-06-2020	Machine Learning and Deep Learning methods for predictive modelling from Raman spectra in bioprocessing by Semion Rozov
05-06-2020	Fractional ridge regression: a fast, interpretable reparameterization of ridge regression by Ariel Rokem et al
05-07-2020	Cotatron: Transcription-Guided Speech Encoder for Any-to-Many Voice Conversion without Parallel Data by Seung-won Park et al
05-05-2020	Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box by Manuel Nunes et al
05-06-2020	CovidCTNet: An Open-Source Deep Learning Approach to Identify Covid-19 Using CT Image by Tahereh Javaheri et al
05-07-2020	CARL: Controllable Agent with Reinforcement Learning for Quadruped Locomotion by Ying-Sheng Luo et al
05-05-2020	ESG2Risk: A Deep Learning Framework from ESG News to Stock Volatility Prediction by Tian Guo et al
05-06-2020	CONFIG: Controllable Neural Face Image Generation by Marek Kowalski et al
05-06-2020	Fact-based Dialogue Generation with Convergent and Divergent Decoding by Ryota Tanaka et al
05-05-2020	Differential Machine Learning by Brian Huge et al
05-06-2020	Diagnosis of Coronavirus Disease 2019 (COVID-19) with Structured Latent Multi-View Representation Learning by Hengyuan Kang et al
05-05-2020	Active Preference-Based Gaussian Process Regression for Reward Learning by Erdem Bıyık et al
05-06-2020	Unsupervised Pre-trained Models from Healthy ADLs Improve Parkinsons Disease Classification of Gait Patterns by Anirudh Som et al
05-07-2020	Visualisation and knowledge discovery from interpretable models by Sreejita Ghosh et al
05-07-2020	Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT by Liang Sun et al
05-07-2020	Plan2Vec: Unsupervised Representation Learning by Latent Plans by Ge Yang et al
05-05-2020	Collective Loss Function for Positive and Unlabeled Learning by Chenhao Xie et al
05-06-2020	Hierarchical Predictive Coding Models in a Deep-Learning Framework by Matin Hosseini et al
05-06-2020	Multi-Target Deep Learning for Algal Detection and Classification by Peisheng Qian et al
05-06-2020	Subdomain Adaptation with Manifolds Discrepancy Alignment by Pengfei Wei et al
05-06-2020	GraCIAS: Grassmannian of Corrupted Images for Adversarial Security by Ankita Shukla et al
05-06-2020	Local Search is State of the Art for NAS Benchmarks by Colin White et al
05-06-2020	Weakly-Supervised Neural Response Selection from an Ensemble of Task-Specialised Dialogue Agents by Asir Saeed et al
05-06-2020	Deeply Supervised Active Learning for Finger Bones Segmentation by Ziyuan Zhao et al
05-05-2020	Multi-task pre-training of deep neural networks for digital pathology by Romain Mormont et al
05-05-2020	Temporal Event Segmentation using Attention-based Perceptual Prediction Model for Continual Learning by Ramy Mounir et al
05-07-2020	Efficient Exact Verification of Binarized Neural Networks by Kai Jia et al
05-07-2020	Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans by Ivan Drokin et al
05-06-2020	Towards Frequency-Based Explanation for Robust CNN by Zifan Wang et al
05-06-2020	Towards quantum advantage for topological data analysis by Casper Gyurik et al
05-07-2020	DMCP: Differentiable Markov Channel Pruning for Neural Networks by Shaopeng Guo et al
05-08-2020	OpenEDS2020: Open Eyes Dataset by Cristina Palmero et al
05-07-2020	Noisy Differentiable Architecture Search by Xiangxiang Chu et al
05-07-2020	Kunster -- AR Art Video Maker -- Real time video neural style transfer on mobile devices by Wojciech Dudzik et al
05-06-2020	Review of text style transfer based on deep learning by Xiangyang Li et al
05-07-2020	Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan by Xiaofeng Zhu et al
05-07-2020	Learning Implicit Text Generation via Feature Matching by Inkit Padhi et al
05-06-2020	Deep Divergence Learning by Kubra Cilingir et al
05-07-2020	Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network by Antonio José G. Busson et al
05-05-2020	Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases by Henrique Lemos et al
05-06-2020	Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP, and DiGraphs by Catherine Ordun et al
05-05-2020	Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery by Hiroshi Sasaki et al
05-05-2020	Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder by Guanlin Li et al
05-05-2020	Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer by Chulun Zhou et al
05-05-2020	Explainable AI for Classification using Probabilistic Logic Inference by Xiuyi Fan et al
05-05-2020	Adaptive Invariance for Molecule Property Prediction by Wengong Jin et al
05-08-2020	Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding by Rishi Sonthalia et al
05-06-2020	Active Learning with Multiple Kernels by Songnam Hong et al
05-06-2020	Determinantal Point Processes in Randomized Numerical Linear Algebra by Michał Dereziński et al
05-07-2020	MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis by Devamanyu Hazarika et al
05-06-2020	Joint Multi-Dimensional Model for Global and Time-Series Annotations by Anil Ramakrishna et al
05-07-2020	Lifted Regression/Reconstruction Networks by Rasmus Kjær Høier et al
05-06-2020	Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction by Toshiaki Koike-Akino et al
05-06-2020	Safe Reinforcement Learning through Meta-learned Instincts by Djordje Grbic et al
05-07-2020	Learning Robust Models for e-Commerce Product Search by Thanh V. Nguyen et al
05-06-2020	DenoiSeg: Joint Denoising and Segmentation by Tim-Oliver Buchholz et al
05-06-2020	Learning, transferring, and recommending performance knowledge with Monte Carlo tree search and neural networks by Don M. Dini
05-05-2020	NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results by Dario Fuoli et al
05-05-2020	Cross-media Structured Common Space for Multimedia Event Extraction by Manling Li et al
05-06-2020	Deep Recurrent Disease Progression Model for Conversion-Time Prediction of Alzheimers Disease by Wonsik Jung et al
05-05-2020	On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors by Adriano Lucieri et al
05-06-2020	Fair Algorithms for Hierarchical Agglomerative Clustering by Anshuman Chhabra et al
05-07-2020	Efficient Reconstruction of Stochastic Pedigrees by Younhun Kim et al
05-07-2020	ProSelfLC: Progressive Self Label Correction for Target Revising in Label Noise by Xinshao Wang et al
05-07-2020	An Empirical Study of Incremental Learning in Neural Network with Noisy Training Set by Shovik Ganguly et al
05-08-2020	Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization by Xiaotao Jia et al
05-05-2020	Dont Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition by Mahsan Nourani et al
05-07-2020	Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images by Kelei He et al
05-05-2020	Global explanations for discovering bias in data by Agnieszka Mikołajczyk et al
05-07-2020	A Locally Adaptive Interpretable Regression by Lkhagvadorj Munkhdalai et al
05-06-2020	ProbaNet: Proposal-balanced Network for Object Detection by Xiang Zhang et al
05-06-2020	Learning Architectures from an Extended Search Space for Language Modeling by Yinqiao Li et al
05-07-2020	Planning from Images with Deep Latent Gaussian Process Dynamics by Nathanael Bosch et al
05-08-2020	Is an Affine Constraint Needed for Affine Subspace Clustering? by Chong You et al
05-06-2020	Modeling nanoconfinement effects using active learning by Javier E. Santos et al
05-07-2020	Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations by John McManigle et al
05-07-2020	Reducing Communication in Graph Neural Network Training by Alok Tripathy et al
05-05-2020	Contextualizing Hate Speech Classifiers with Post-hoc Explanation by Brendan Kennedy et al
05-06-2020	UST: Unifying Spatio-Temporal Context for Trajectory Prediction in Autonomous Driving by Hao He et al
05-07-2020	Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q by Vivek Dixit et al
05-07-2020	Reinforcement Learning with Feedback Graphs by Christoph Dann et al
05-08-2020	Data-Free Network Quantization With Adversarial Knowledge Distillation by Yoojin Choi et al
05-07-2020	Multi-Label Sampling based on Local Label Imbalance by Bin Liu et al
05-08-2020	Sequential Gallery for Interactive Visual Design Optimization by Yuki Koyama et al
05-07-2020	Non-asymptotic Convergence Analysis of Two Time-scale (Natural) Actor-Critic Algorithms by Tengyu Xu et al
05-07-2020	Evaluating the phase dynamics of coupled oscillators via time-variant topological features by Kazuha Itabashi et al
05-07-2020	Blind Backdoors in Deep Learning Models by Eugene Bagdasaryan et al
05-05-2020	Proper measure for adversarial robustness by Hyeongji Kim et al
05-06-2020	Unsupervised Neural Aspect Search with Related Terms Extraction by Timur Sokhin et al
05-05-2020	Differentiable Greedy Submodular Maximization with Guarantees and Gradient Estimators by Shinsaku Sakaue
05-07-2020	Federated Generative Adversarial Learning by Chenyou Fan et al
05-05-2020	Adversarial Training against Location-Optimized Adversarial Patches by Sukrut Rao et al
05-06-2020	On the Learnability of Possibilistic Theories by Cosimo Persia et al
05-05-2020	Deep learning of physical laws from scarce data by Zhao Chen et al
05-06-2020	PeTra: A Sparsely Supervised Memory Model for People Tracking by Shubham Toshniwal et al
05-05-2020	Adaptive Low-Rank Factorization to regularize shallow and deep neural networks by Mohammad Mahdi Bejani et al
05-08-2020	An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification by Vajira Thambawita et al
05-06-2020	Evaluation, Tuning and Interpretation of Neural Networks for Meteorological Applications by Imme Ebert-Uphoff et al
05-07-2020	Generative Feature Replay with Orthogonal Weight Modification for Continual Learning by Gehui Shen et al
05-05-2020	Classification-Based Anomaly Detection for General Data by Liron Bergman et al
05-05-2020	EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions by Yuhong Li et al
05-05-2020	AutoScale: Optimizing Energy Efficiency of End-to-End Edge Inference under Stochastic Variance by Young Geun Kim et al
05-07-2020	MLGaze: Machine Learning-Based Analysis of Gaze Error Patterns in Consumer Eye Tracking Systems by Anuradha Kar
05-07-2020	Curious Hierarchical Actor-Critic Reinforcement Learning by Frank Röder et al
05-08-2020	Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation by Shuchao Pang et al
05-08-2020	Geometric graphs from data to aid classification tasks with graph convolutional networks by Yifan Qian et al
05-06-2020	Model Reduction and Neural Networks for Parametric PDEs by Kaushik Bhattacharya et al
05-07-2020	Variance Constrained Autoencoding by D. T. Braithwaite et al
05-05-2020	Deep Lagrangian Constraint-based Propagation in Graph Neural Networks by Matteo Tiezzi et al
05-08-2020	Sparsely-Labeled Source Assisted Domain Adaptation by Wei Wang et al
05-08-2020	Beyond Accuracy: Behavioral Testing of NLP models with CheckList by Marco Tulio Ribeiro et al
05-06-2020	AVAC: A Machine Learning based Adaptive RRAM Variability-Aware Controller for Edge Devices by Shikhar Tuli et al
05-08-2020	Sentiment Analysis Using Simplified Long Short-term Memory Recurrent Neural Networks by Karthik Gopalakrishnan et al
05-06-2020	Training robust neural networks using Lipschitz bounds by Patricia Pauli et al
05-06-2020	Testing the Robustness of AutoML Systems by Tuomas Halvari et al
05-06-2020	Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization by Pierre-Alexandre Kamienny et al
05-07-2020	SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation by Yang Zhao et al
05-08-2020	Introduction of a new Dataset and Method for Detecting and Counting the Pistachios based on Deep Learning by Mohammad Rahimzadeh et al
05-05-2020	Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks by Zhishuai Guo et al
05-07-2020	Playing Minecraft with Behavioural Cloning by Anssi Kanervisto et al
05-05-2020	Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning by Shixiang Chen et al
05-07-2020	Comparative Analysis of Word Embeddings for Capturing Word Similarities by Martina Toshevska et al
05-08-2020	Project and Forget: Solving Large-Scale Metric Constrained Problems by Rishi Sonthalia et al
05-07-2020	A Gaussian Process Upsampling Model for Improvements in Optical Character Recognition by Steven I Reeves et al
05-06-2020	Token Manipulation Generative Adversarial Network for Text Generation by DaeJin Jo
05-08-2020	Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images by Mehmet Yamac et al
05-07-2020	GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference by Ali Hadi Zadeh et al
05-05-2020	When Machine Unlearning Jeopardizes Privacy by Min Chen et al
05-05-2020	Demand-Side Scheduling Based on Deep Actor-Critic Learning for Smart Grids by Joash Lee et al
05-05-2020	Effect of The Latent Structure on Clustering with GANs by Deepak Mishra et al
05-06-2020	Ensuring Fairness under Prior Probability Shifts by Arpita Biswas et al
05-06-2020	Geoopt: Riemannian Optimization in PyTorch by Max Kochurov et al
05-07-2020	Machine Learning on Graphs: A Model and Comprehensive Taxonomy by Ines Chami et al
05-06-2020	Evolutionary Multi-Objective Design of SARS-CoV-2 Protease Inhibitor Candidates by Tim Cofala et al
05-07-2020	Learned Multi-layer Residual Sparsifying Transform Model for Low-dose CT Reconstruction by Xikai Yang et al
05-05-2020	Predicting atmospheric optical properties for radiative transfer computations using neural networks by Menno A. Veerman et al
05-05-2020	Learning programs by learning from failures by Andrew Cropper et al
05-05-2020	P2ExNet: Patch-based Prototype Explanation Network by Dominique Mercier et al
05-05-2020	Stealing Links from Graph Neural Networks by Xinlei He et al
05-05-2020	Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data by Alessandro Salatiello et al
05-07-2020	Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation by Reinhard Heckel et al
05-05-2020	MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models by Mandy Guo et al

05-06-2020	Approaches and Applications of Early Classification of Time Series: A Review by Ashish Gupta et al
05-05-2020	Sub-Image Anomaly Detection with Deep Pyramid Correspondences by Niv Cohen et al
05-07-2020	Minority Class Oversampling for Tabular Data with Deep Generative Models by Ramiro Camino et al
05-05-2020	Interpretable Learning-to-Rank with Generalized Additive Models by Honglei Zhuang et al
05-08-2020	Sherpa: Robust Hyperparameter Optimization for Machine Learning by Lars Hertel et al
05-05-2020	A Pipeline for Integrated Theory and Data-Driven Modeling of Genomic and Clinical Data by Vineet K Raghu et al
05-05-2020	AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes by Jiancheng Yang et al
05-08-2020	Active Preference Learning using Maximum Regret by Nils Wilde et al
05-08-2020	Defending Model Inversion and Membership Inference Attacks via Prediction Purification by Ziqi Yang et al
05-07-2020	Quantum correlation alignment for unsupervised domain adaptation by Xi He
05-08-2020	Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images by Rasoul Sali et al
05-05-2020	Stolen Probability: A Structural Weakness of Neural Language Models by David Demeter et al
05-05-2020	One-step regression and classification with crosspoint resistive memory arrays by Zhong Sun et al
05-05-2020	Discrete-to-Deep Supervised Policy Learning by Budi Kurniawan et al
05-07-2020	Mapping Natural Language Instructions to Mobile UI Action Sequences by Yang Li et al
05-06-2020	Mathematical foundations of stable RKHSs by Mauro Bisiacco et al
05-08-2020	Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification using CTC-based Soft VAD and Global Query Attention by Myunghun Jung et al
05-06-2020	A Communication-Efficient Distributed Algorithm for Kernel Principal Component Analysis by Fan He et al
05-08-2020	Automatic Cross-Domain Transfer Learning for Linear Regression by Liu Xinshun et al
05-07-2020	Nonparametric Estimation of the Fisher Information and Its Applications by Wei Cao et al
05-06-2020	Regularized Pooling by Takato Otsuzuki et al
05-05-2020	Information-Theoretic Bounds on the Generalization Error and Privacy Leakage in Federated Learning by Semih Yagli et al
05-06-2020	TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation by Feng Yu et al
05-07-2020	Predictive Modeling of ICU Healthcare-Associated Infections from Imbalanced Data. Using Ensembles and a Clustering-Based Undersampling Approach by Fernando Sánchez-Hernández et al
05-07-2020	The Strong Screening Rule for SLOPE by Johan Larsson et al
05-06-2020	Restricted maximum-likelihood method for learning latent variance components in gene expression data with known and unknown confounders by Muhammad Ammar Malik et al
05-07-2020	Distributional Robustness of K-class Estimators and the PULSE by Martin Emil Jakobsen et al
05-06-2020	MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation by Sanjay Kariyappa et al
05-07-2020	AutoSOS: Towards Multi-UAV Systems Supporting Maritime Search and Rescue with Lightweight AI and Edge Computing by Jorge Peña Queralta et al
05-06-2020	Graph Spectral Feature Learning for Mixed Data of Categorical and Numerical Type by Saswata Sahoo et al
05-06-2020	Maximum Likelihood Methods for Inverse Learning of Optimal Controllers by Marcel Menner et al
05-08-2020	A Study of Neural Training with Non-Gradient and Noise Assisted Gradient Methods by Anirbit Mukherjee et al
05-08-2020	A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Birds Eye View by Lennart Reiher et al
05-05-2020	Heuristic-Based Weak Learning for Moral Decision-Making by Ryan Steed
05-05-2020	Clustering for Graph Datasets via Gumbel Softmax by Deepak Bhaskar Acharya et al
05-06-2020	DTR Bandit: Learning to Make Response-Adaptive Decisions With Low Regret by Yichun Hu et al
05-05-2020	Interpreting Deep Models through the Lens of Data by Dominique Mercier et al
05-05-2020	Generalized Planning With Deep Reinforcement Learning by Or Rivlin et al
05-08-2020	Amortized Bayesian Inference for Models of Cognition by Stefan T. Radev et al
05-07-2020	Relevance Vector Machine with Weakly Informative Hyperprior and Extended Predictive Information Criterion by Kazuaki. Murayama et al
05-06-2020	A Comprehensive Survey on Outlying Aspect Mining Methods by Durgesh Samariya et al
05-08-2020	Adversarial Graph Embeddings for Fair Influence Maximization over SocialNetworks by Moein Khajehnejad et al
05-07-2020	Physics-informed neural network for ultrasound nondestructive quantification of surface breaking cracks by Khemraj Shukla et al
05-08-2020	Lossy Compression with Distortion Constrained Optimization by Ties van Rozendaal et al
05-08-2020	On Training and Evaluation of Neural Network Approaches for Model Predictive Control by Rebecka Winqvist et al
05-07-2020	Domain Adaptation in Highly Imbalanced and Overlapping Datasets by Ran Ilan Ber et al
05-07-2020	Bundle Recommendation with Graph Convolutional Networks by Jianxin Chang et al
05-05-2020	A Framework for Designing and Evaluating Solar Flare Forecasting Systems by T. Cinto et al
05-05-2020	Event Cartography: Latent Point Process Embeddings by Myrl G. Marmarelis et al
05-07-2020	Local Cascade Ensemble for Multivariate Data Classification by Kevin Fauvel et al
05-07-2020	Mutli-task Learning with Alignment Loss for Far-field Small-Footprint Keyword Spotting by Haiwei Wu et al
05-07-2020	Hypergraph Learning for Identification of COVID-19 with CT Imaging by Donglin Di et al
05-05-2020	Designing Accurate Emulators for Scientific Processes using Calibration-Driven Deep Models by Jayaraman J. Thiagarajan et al
05-08-2020	Predicting gene expression from network topology using graph neural networks by Ramin Hasibi et al
05-05-2020	Russian Natural Language Generation: Creation of a Language Modelling Dataset and Evaluation with Modern Neural Architectures by Zein Shaheen et al
05-07-2020	Inference, Prediction, and Entropy-Rate Estimation of Continuous-time, Discrete-event Processes by S. E. Marzen et al
05-08-2020	In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction by Caroline Wang et al
05-07-2020	Lower bounds in multiple testing: A framework based on derandomized proxies by Max Rabinovich et al
05-06-2020	Preprint: Using RF-DNA Fingerprints To Classify OFDM Transmitters Under Rayleigh Fading Conditions by Mohamed Fadul et al
05-07-2020	On a computationally-scalable sparse formulation of the multidimensional and non-stationary maximum entropy principle by Horenko Illia et al
05-08-2020	The critical locus of overparameterized neural networks by Y. Cooper
05-06-2020	Insider Threat Detection Based on Stress Recognition Using Keystroke Dynamics by Azamat Sultanov et al
05-08-2020	Spectral Ranking with Covariates by Siu Lun Chau et al
05-08-2020	Compressing Large Sample Data for Discriminant Analysis by Alexander F. Lapanowski et al
05-07-2020	Crop Aggregating for short utterances speaker verification using raw waveforms by Seung-bin Kim et al
05-06-2020	Efficient Characterization of Dynamic Response Variation Using Multi-Fidelity Data Fusion through Composite Neural Network by Kai Zhou et al
05-07-2020	Estimating Blood Pressure from Photoplethysmogram Signal and Demographic Features using Machine Learning Techniques by Moajjem Hossain Chowdhury et al
05-06-2020	A Survey of Algorithms for Black-Box Safety Validation by Anthony Corso et al
05-08-2020	Modeling Document Interactions for Learning to Rank with Regularized Self-Attention by Shuo Sun et al
05-08-2020	Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma by Kaixin Xu et al
05-07-2020	COBRA: Contrastive Bi-Modal Representation Algorithm by Vishaal Udandarao et al
05-05-2020	Constructing Accurate and Efficient Deep Spiking Neural Networks with Double-threshold and Augmented Schemes by Qiang Yu et al
05-06-2020	Brain-like approaches to unsupervised learning of hidden representations -- a comparative study by Naresh Balaji Ravichandran et al
05-05-2020	Reproduction of Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection by Filip Marcinek
05-06-2020	Anonymized GCN: A Novel Robust Graph Embedding Method via Hiding Node Position in Noise by Ao Liu
05-08-2020	The scalable Birth-Death MCMC Algorithm for Mixed Graphical Model Learning with Application to Genomic Data Integration by Nanwei Wang et al
05-07-2020	A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes by Sami Khairy et al
05-05-2020	Online Convex Optimization with Binary Constraints by Antoine Lesage-Landry et al
05-05-2020	SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models by Lev V. Utkin et al
05-05-2020	Application-oriented mathematical algorithms for group testing by Endre Csóka
05-05-2020	Towards On-Chip Bayesian Neuromorphic Learning by Nathan Wycoff et al
05-05-2020	A Ladder of Causal Distances by Maxime Peyrard et al
05-05-2020	Automatic Tracking of the Muscle Tendon Junction in Healthy and Impaired Subjects using Deep Learning by Christoph Leitner et al
05-05-2020	Probing Criticality in Quantum Spin Chains with Neural Networks by A Berezutskii et al
05-07-2020	Deep Learning Interfacial Momentum Closures in Coarse-Mesh CFD Two-Phase Flow Simulation Using Validation Data by Han Bao et al
05-07-2020	A Data-Driven Approach for Discovering Stochastic Dynamical Systems with Non-Gaussian Levy Noise by Yang Li et al
05-06-2020	Catch Me If You Can: Using Power Analysis to Identify HPC Activity by Bogdan Copos et al
05-08-2020	On the use of Data-Driven Cost Function Identification in Parametrized NMPC by Mazen Alamir
05-05-2020	Post-hoc explanation of black-box classifiers using confident itemsets by Milad Moradi et al
05-05-2020	A Hierarchical Approach to Multi-Energy Demand Response: From Electricity to Multi-Energy Applications by Ali Hassan et al
05-05-2020	Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications by Shujian Yu et al
05-07-2020	LinksIQ: Robust and Efficient Modulation Recognition with Imperfect Spectrum Scans by Wei Xiong et al
05-05-2020	A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds by Maxim S. Kovalev et al
05-06-2020	Detecting Parkinsonian Tremor from IMU Data Collected In-The-Wild using Deep Multiple-Instance Learning by Alexandros Papadopoulos et al
05-05-2020	Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images by Tongge Huang et al
05-06-2020	Cell Type Identification from Single-Cell Transcriptomic Data via Semi-supervised Learning by Xishuang Dong et al
05-07-2020	LGSVL Simulator: A High Fidelity Simulator for Autonomous Driving by Guodong Rong et al
05-06-2020	AutoSpeech: Neural Architecture Search for Speaker Recognition by Shaojin Ding et al