| A Self-Supervised Framework for Function Learning and Extrapolation | Jun 14, 2021 | Inductive BiasTime Series | —Unverified | 0 |
| EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification | Jun 14, 2021 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Dynamic Asymmetric Causality Tests with an Application | 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 |
| Signal processing on simplicial complexes | Jun 14, 2021 | DenoisingTime Series | —Unverified | 0 |
| A Two-Step Framework for Arbitrage-Free Prediction of the Implied Volatility Surface | Jun 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The Economic Impact of Critical National Infrastructure Failure Due to Space Weather | Jun 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions | Jun 11, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Generative Adversarial Networks in finance: an overview | Jun 11, 2021 | Image GenerationTime Series | —Unverified | 0 |
| Multivariate Pair Trading by Volatility & Model Adaption Trade-off | Jun 11, 2021 | ManagementPAIR TRADING | —Unverified | 0 |
| Time Series Anomaly Detection with label-free Model Selection | Jun 11, 2021 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features | Jun 10, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Machine Learning Framework for Sensing and Modeling Interference in IoT Frequency Bands | Jun 10, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| A new measure between sets of probability distributions with applications to erratic financial behavior | Jun 10, 2021 | Change Point DetectionPortfolio Optimization | —Unverified | 0 |
| Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties | Jun 10, 2021 | Demand ForecastingDiversity | —Unverified | 0 |
| GP-ConvCNP: Better Generalization for Convolutional Conditional Neural Processes on Time Series Data | Jun 9, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multistep Electric Vehicle Charging Station Occupancy Prediction using Hybrid LSTM Neural Networks | Jun 9, 2021 | PredictionTime Series | —Unverified | 0 |
| Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data | Jun 9, 2021 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Uncovering Closed-form Governing Equations of Nonlinear Dynamics from Videos | Jun 9, 2021 | DecoderForm | —Unverified | 0 |
| RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting | Jun 8, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-series Imputation of Temporally-occluded Multiagent Trajectories | Jun 8, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Time-Series Graph Network for Sea Surface Temperature Prediction | Jun 7, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 |
| DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting | Jun 7, 2021 | regressionTime Series | —Unverified | 0 |
| The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves | Jun 7, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Differentiable Multiple Shooting Layers | Jun 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |