| Modified Auto Regressive Technique for Univariate Time Series Prediction of Solar Irradiance | Dec 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating Vector Fields from Noisy Time Series | Dec 6, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Spatio-Temporal Graph Scattering Transform | Dec 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fusing Optical and SAR time series for LAI gap filling with multioutput Gaussian processes | Dec 5, 2020 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data | Dec 5, 2020 | Ensemble LearningTime Series | —Unverified | 0 |
| LandCoverNet: A global benchmark land cover classification training dataset | Dec 5, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning summary features of time series for likelihood free inference | Dec 4, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Recursive Tree Grammar Autoencoders | Dec 3, 2020 | DecoderDrug Discovery | CodeCode Available | 0 |
| Concept-based model explanations for Electronic Health Records | Dec 3, 2020 | modelTime Series | CodeCode Available | 0 |
| Forecast with Forecasts: Diversity Matters | Dec 3, 2020 | Computational EfficiencyDiversity | —Unverified | 0 |
| SAFCAR: Structured Attention Fusion for Compositional Action Recognition | Dec 3, 2020 | Action RecognitionTime Series | —Unverified | 0 |
| Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data | Dec 3, 2020 | BenchmarkingInductive Bias | —Unverified | 0 |
| Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution | Dec 2, 2020 | Causal InferenceGPU | CodeCode Available | 1 |
| RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks | Dec 2, 2020 | Feature EngineeringTime Series | —Unverified | 0 |
| Fast Automatic Feature Selection for Multi-Period Sliding Window Aggregate in Time Series | Dec 2, 2020 | feature selectionTime Series | —Unverified | 0 |
| Named-Entity Based Sentiment Analysis of Nepali News Media Texts | Dec 1, 2020 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Market Comment Generation from Data with Noisy Alignments | Dec 1, 2020 | Comment GenerationSentence | —Unverified | 0 |
| Assessing Social License to Operate from the Public Discourse on Social Media | Dec 1, 2020 | text-classificationText Classification | —Unverified | 0 |
| Modeling Evolution of Message Interaction for Rumor Resolution | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes | Dec 1, 2020 | Activity RecognitionGeneral Classification | CodeCode Available | 0 |
| STEER : Simple Temporal Regularization For Neural ODE | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Weak Form Generalized Hamiltonian Learning | Dec 1, 2020 | FormTime Series | CodeCode Available | 1 |
| Adversarial Sparse Transformer for Time Series Forecasting | Dec 1, 2020 | Multivariate Time Series ForecastingPrediction | CodeCode Available | 1 |
| Deep Rao-Blackwellised Particle Filters for Time Series Forecasting | Dec 1, 2020 | DecoderTime Series | —Unverified | 0 |
| Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings | Dec 1, 2020 | Functional ConnectivityTime Series | CodeCode Available | 0 |
| Unfolding recurrence by Green’s functions for optimized reservoir computing | Dec 1, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Causal analysis of Covid-19 Spread in Germany | Dec 1, 2020 | feature selectionTime Series | —Unverified | 0 |
| Normalizing Kalman Filters for Multivariate Time Series Analysis | Dec 1, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Probabilistic Time Series Forecasting with Shape and Temporal Diversity | Dec 1, 2020 | DiversityPoint Processes | CodeCode Available | 1 |
| What went wrong and when?\\ Instance-wise feature importance for time-series black-box models | Dec 1, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series | Nov 30, 2020 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| AGNet: Weighing Black Holes with Machine Learning | Nov 30, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding | Nov 28, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| An Equilibrium Model for the Cross-Section of Liquidity Premia | Nov 27, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Nowcasting Networks | Nov 27, 2020 | Outlier DetectionTime Series | CodeCode Available | 0 |
| Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning | Nov 27, 2020 | RelationRelational Reasoning | CodeCode Available | 1 |
| Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| 4D Human Body Capture from Egocentric Video via 3D Scene Grounding | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploring grid topology reconfiguration using a simple deep reinforcement learning approach | Nov 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Explainable Tensorized Neural Ordinary Differential Equations forArbitrary-step Time Series Prediction | Nov 26, 2020 | PredictionTime Series | CodeCode Available | 0 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Unsupervised learning for economic risk evaluation in the context of Covid-19 pandemic | Nov 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning | Nov 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Feature space approximation for kernel-based supervised learning | Nov 25, 2020 | regressionTime Series | CodeCode Available | 0 |
| Deep Sequence Learning for Accurate Gestational Age Estimation from a \$25 Doppler Device | Nov 24, 2020 | Age EstimationTime Series | —Unverified | 0 |
| Asymmetric excitation of left- and right-tail extreme events probed using a Hawkes model: application to financial returns | Nov 24, 2020 | AttributeTime Series | —Unverified | 0 |
| Gaussian Processes for Traffic Speed Prediction at Different Aggregation Levels | Nov 24, 2020 | Gaussian ProcessesManagement | —Unverified | 0 |
| A Non-linear Function-on-Function Model for Regression with Time Series Data | Nov 24, 2020 | regressionTime Series | —Unverified | 0 |
| RTFN: A Robust Temporal Feature Network for Time Series Classification | Nov 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning | Nov 24, 2020 | ManagementTime Series | CodeCode Available | 1 |