| MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification | Jan 31, 2021 | DiversityGeneral Classification | CodeCode Available | 1 |
| Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting | Jan 13, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Continuous Latent Process Flows | Jun 29, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization | Nov 6, 2023 | ManagementPosition | CodeCode Available | 1 |
| A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware | Jul 8, 2021 | Question AnsweringTime Series | CodeCode Available | 1 |
| Multi-step-ahead Stock Price Prediction Using Recurrent Fuzzy Neural Network and Variational Mode Decomposition | Dec 24, 2022 | PredictionStock Price Prediction | CodeCode Available | 1 |
| Adjusting for Autocorrelated Errors in Neural Networks for Time Series | Jan 28, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A Review on Self-Supervised Learning for Time Series Anomaly Detection: Recent Advances and Open Challenges | Jan 25, 2025 | Anomaly DetectionDiversity | CodeCode Available | 1 |
| Are we certain it's anomalous? | Nov 16, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Multivariate Probabilistic Time Series Forecasting with Correlated Errors | Feb 1, 2024 | Computational EfficiencyProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| Multi-Variate Time Series Forecasting on Variable Subsets | Jun 25, 2022 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling | Aug 31, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks | Jul 31, 2021 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data | Jan 3, 2022 | Graph Neural Networkregression | CodeCode Available | 1 |
| Continuous-Time Deep Glioma Growth Models | Jun 23, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Contrastive Difference Predictive Coding | Oct 31, 2023 | Representation LearningTime Series | CodeCode Available | 1 |
| Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts | Mar 30, 2023 | Time Series | CodeCode Available | 1 |
| Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts | Jan 1, 2023 | Time Series | CodeCode Available | 1 |
| Network Traffic Classification based on Single Flow Time Series Analysis | Jul 25, 2023 | ClassificationTime Series | CodeCode Available | 1 |
| Neural Additive Vector Autoregression Models for Causal Discovery in Time Series | Oct 19, 2020 | Causal DiscoveryTime Series | CodeCode Available | 1 |
| Neural Rough Differential Equations for Long Time Series | Sep 17, 2020 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| Neural Conformal Control for Time Series Forecasting | Dec 24, 2024 | Conformal PredictionFew-Shot Learning | CodeCode Available | 1 |
| Construe: a software solution for the explanation-based interpretation of time series | Mar 17, 2020 | Atrial Fibrillation DetectionHeartbeat Classification | CodeCode Available | 1 |
| Neural Controlled Differential Equations for Online Prediction Tasks | Jun 21, 2021 | Irregular Time SeriesPrediction | CodeCode Available | 1 |
| Context-self contrastive pretraining for crop type semantic segmentation | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
