| Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers | Dec 10, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Estimation of Large Financial Covariances: A Cross-Validation Approach | Dec 10, 2020 | ManagementTime Series | —Unverified | 0 |
| Enhanced Recurrent Neural Tangent Kernels for Non-Time-Series Data | Dec 9, 2020 | GPUTime Series | CodeCode Available | 0 |
| Parametric measures of variability induced by risk measures | Dec 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A deep network approach to multitemporal cloud detection | Dec 9, 2020 | Cloud DetectionTime Series | —Unverified | 0 |
| Topology Identification under Spatially Correlated Noise | Dec 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Expectation-Based Network Scan Statistic for a COVID-19 Early Warning System | Dec 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks | Dec 8, 2020 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Automatic Registration and Clustering of Time Series | Dec 8, 2020 | ClusteringTime Series | —Unverified | 0 |
| In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness | Dec 8, 2020 | Domain AdaptationTime Series | CodeCode Available | 0 |
| A Novel Hybrid Framework for Hourly PM2.5 Concentration Forecasting Using CEEMDAN and Deep Temporal Convolutional Neural Network | Dec 7, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dynamic Clustering in Federated Learning | Dec 7, 2020 | ClusteringFederated Learning | —Unverified | 0 |
| An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth | Dec 7, 2020 | DecoderPrediction | —Unverified | 0 |
| [Re] Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention | Dec 6, 2020 | General ClassificationTime Series | CodeCode Available | 0 |
| Estimating Vector Fields from Noisy Time Series | Dec 6, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Modified Auto Regressive Technique for Univariate Time Series Prediction of Solar Irradiance | Dec 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 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 |
| 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 |
| Recursive Tree Grammar Autoencoders | Dec 3, 2020 | DecoderDrug Discovery | CodeCode Available | 0 |