| Interpretable Multivariate Time Series Forecasting with Temporal Attention Convolutional Neural Networks | Jan 1, 2021 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| TempNet: Online Semantic Segmentation on Large-Scale Point Cloud Series | Jan 1, 2021 | Autonomous DrivingPoint Cloud Segmentation | —Unverified | 0 |
| Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| "Hey, that's not an ODE'": Faster ODE Adjoints with 12 Lines of Code | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Graph Edit Networks | Jan 1, 2021 | AttributeGraph Generation | CodeCode Available | 0 |
| GenAD: General Representations of Multivariate Time Series for Anomaly Detection | Jan 1, 2021 | Anomaly DetectionManagement | —Unverified | 0 |
| Using Synthetic Data to Improve the Long-range Forecasting of Time Series Data | Jan 1, 2021 | ClusteringTime Series | —Unverified | 0 |
| CLARE-GAN: GENERATION OF CLASS-SPECIFIC TIME SERIES | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly detection and regime searching in fitness-tracker data | Jan 1, 2021 | Activity RecognitionAnomaly Detection | —Unverified | 0 |
| MODALS: Modality-agnostic Automated Data Augmentation in the Latent Space | Jan 1, 2021 | Data AugmentationTime Series | CodeCode Available | 1 |
| Recurrent Neural Network Architecture based on Dynamic Systems Theory for Data Driven Modelling of Complex Physical Systems | Jan 1, 2021 | Data AugmentationTime Series | —Unverified | 0 |
| A Multi-Modal and Multitask Benchmark in the Clinical Domain | Jan 1, 2021 | BIG-bench Machine LearningDecompensation | —Unverified | 0 |
| Generative Time-series Modeling with Fourier Flows | Jan 1, 2021 | PrognosisTime Series | —Unverified | 0 |
| Time Series Counterfactual Inference with Hidden Confounders | Jan 1, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Anomaly detection in dynamical systems from measured time series | Jan 1, 2021 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Latent Space Semi-Supervised Time Series Data Clustering | Jan 1, 2021 | ClusteringTime Series | —Unverified | 0 |
| Latent Convergent Cross Mapping | Jan 1, 2021 | Causal InferenceTime Series | —Unverified | 0 |
| Jumpy Recurrent Neural Networks | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Symmetry-Augmented Representation for Time Series | Jan 1, 2021 | ManagementTime Series | —Unverified | 0 |
| Sparsifying Networks via Subdifferential Inclusion | Jan 1, 2021 | image-classificationImage Classification | —Unverified | 0 |
| An Euler-based GAN for time series | Jan 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Transitional Dynamics of the Saving Rate and Economic Growth | Dec 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| How to Identify Investor's types in real financial markets by means of agent based simulation | Dec 31, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Indirect Measurement of Hepatic Drug Clearance by Fitting Dynamical Models | Dec 31, 2020 | CPUTime Series | —Unverified | 0 |
| Ensembles of Localised Models for Time Series Forecasting | Dec 30, 2020 | ClusteringTime Series | CodeCode Available | 1 |