| PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification Benchmarks | May 9, 2025 | Irregular Time SeriesMissing Values | CodeCode Available | 1 |
| An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions | May 8, 2025 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training Scheme | May 8, 2025 | Time Series | CodeCode Available | 0 |
| Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series | May 7, 2025 | Model CompressionNon-Intrusive Load Monitoring | —Unverified | 0 |
| FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting | May 7, 2025 | Computational EfficiencyMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Non-stationary Diffusion For Probabilistic Time Series Forecasting | May 7, 2025 | DenoisingProbabilistic Time Series Forecasting | CodeCode Available | 2 |
| STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting | May 7, 2025 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Retrieval Augmented Time Series Forecasting | May 7, 2025 | RetrievalTime Series | CodeCode Available | 1 |
| Stabilizing 3D EPI time series by servo navigation and phase equalization exploiting repeated shots (PEERS) | May 6, 2025 | Time Series | —Unverified | 0 |
| Mitigating mode collapse in normalizing flows by annealing with an adaptive schedule: Application to parameter estimation | May 6, 2025 | parameter estimationTime Series | —Unverified | 0 |
