| STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting | May 7, 2025 | Multivariate Time Series ForecastingTime 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 |
| A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM) | May 6, 2025 | ImputationInference Attack | —Unverified | 0 |
| Stabilizing 3D EPI time series by servo navigation and phase equalization exploiting repeated shots (PEERS) | May 6, 2025 | Time Series | —Unverified | 0 |
| Parameter estimation for land-surface models using machine learning libraries | May 5, 2025 | parameter estimationTime Series | —Unverified | 0 |
| SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series Forecasting | May 5, 2025 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction | May 5, 2025 | Temporal SequencesTime Series | —Unverified | 0 |
| Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series data, Machine Learning and Comorbidity Patterns -- A Retrospective Study | May 5, 2025 | Survival AnalysisTime Series | —Unverified | 0 |
| Learning the Simplest Neural ODE | May 4, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Lightweight Defense Against Adversarial Attacks in Time Series Classification | May 4, 2025 | Adversarial DefenseData Augmentation | CodeCode Available | 0 |
