| Voice2Series: Reprogramming Acoustic Models for Time Series Classification | Jun 17, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification | Jun 17, 2021 | Activity RecognitionClassification | —Unverified | 0 |
| Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA | Jun 17, 2021 | Dimensionality ReductionDisentanglement | CodeCode Available | 1 |
| SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction | Jun 17, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Adaptive Visibility Graph Neural Network and It's Application in Modulation Classification | Jun 16, 2021 | AvgGraph Neural Network | —Unverified | 0 |
| Ultimate ownership and bank competition | Jun 15, 2021 | Time Series | —Unverified | 0 |
| Trend-Following Strategies via Dynamic Momentum Learning | Jun 15, 2021 | ManagementTime Series | —Unverified | 0 |
| Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks | Jun 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Economic Nowcasting with Long Short-Term Memory Artificial Neural Networks (LSTM) | Jun 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL | Jun 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A stochastic metapopulation state-space approach to modeling and estimating Covid-19 spread | Jun 15, 2021 | Metaheuristic OptimizationTime Series | —Unverified | 0 |
| Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection | Jun 15, 2021 | Anomaly DetectionFederated Learning | CodeCode Available | 1 |
| Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning | Jun 15, 2021 | ManagementTime Series | —Unverified | 0 |
| Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering | Jun 15, 2021 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| The Economic Impact of Critical National Infrastructure Failure Due to Space Weather | Jun 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification | Jun 14, 2021 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Next Generation Reservoir Computing | Jun 14, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Hierarchically Regularized Deep Forecasting | Jun 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Self-Supervised Framework for Function Learning and Extrapolation | Jun 14, 2021 | Inductive BiasTime Series | —Unverified | 0 |
| Signal processing on simplicial complexes | Jun 14, 2021 | DenoisingTime Series | —Unverified | 0 |
| Dynamic Asymmetric Causality Tests with an Application | Jun 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Two-Step Framework for Arbitrage-Free Prediction of the Implied Volatility Surface | Jun 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures | Jun 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Graph Neural Network-Based Anomaly Detection in Multivariate Time Series | Jun 13, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Semi-supervised Time Series Classification by Temporal Relation Prediction | Jun 11, 2021 | ClassificationPrediction | CodeCode Available | 1 |