| Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series Data | Sep 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information | Nov 19, 2024 | DenoisingTime Series | CodeCode Available | 0 | 5 |
| Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records | Jan 18, 2022 | Language ModellingPrediction | CodeCode Available | 0 | 5 |
| Lag Selection for Univariate Time Series Forecasting using Deep Learning: An Empirical Study | May 18, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| A SSM is Polymerized from Multivariate Time Series | Sep 30, 2024 | MambaState Space Models | CodeCode Available | 0 | 5 |
| A Model of the Fed's View on Inflation | Jun 25, 2020 | modelTime Series | CodeCode Available | 0 | 5 |
| Asset Price Forecasting using Recurrent Neural Networks | Oct 10, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis | Aug 14, 2024 | Adversarial RobustnessKolmogorov-Arnold Networks | CodeCode Available | 0 | 5 |
| Koopman Ensembles for Probabilistic Time Series Forecasting | Mar 11, 2024 | Probabilistic Time Series ForecastingTime Series | CodeCode Available | 0 | 5 |
| LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classification | Mar 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Predicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment | May 23, 2019 | Tensor DecompositionTime Series | CodeCode Available | 0 | 5 |
| KnotResolver: Tracking self-intersecting filaments in microscopy using directed graphs | Apr 18, 2024 | Contour DetectionObject Tracking | CodeCode Available | 0 | 5 |
| Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer | Jun 6, 2024 | Scene ClassificationTime Series | CodeCode Available | 0 | 5 |
| AMLNet: Adversarial Mutual Learning Neural Network for Non-AutoRegressive Multi-Horizon Time Series Forecasting | Oct 30, 2023 | DecoderDiversity | CodeCode Available | 0 | 5 |
| k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences | Aug 8, 2020 | ClusteringTime Series | CodeCode Available | 0 | 5 |
| Kernel-based Joint Independence Tests for Multivariate Stationary and Non-stationary Time Series | May 15, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Kernel Change-point Detection with Auxiliary Deep Generative Models | Jan 18, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 | 5 |
| A CNN adapted to time series for the classification of Supernovae | Jan 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection | Mar 16, 2025 | Anomaly DetectionModel Selection | CodeCode Available | 0 | 5 |
| Knowledge Enhanced Conditional Imputation for Healthcare Time-series | Dec 27, 2023 | BenchmarkingImputation | CodeCode Available | 0 | 5 |
| A method to benchmark high-dimensional process drift detection | Sep 5, 2024 | Drift DetectionTime Series | CodeCode Available | 0 | 5 |
| Assessing Differentially Private Variational Autoencoders under Membership Inference | Apr 16, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring | May 16, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection | May 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| A-DARTS: Stable Model Selection for Data Repair in Time Series | May 1, 2025 | AutoMLImputation | CodeCode Available | 0 | 5 |
