| Learning the Simplest Neural ODE | May 4, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Enhanced Prediction Model for Time Series Characterized by GARCH via Interval Type-2 Fuzzy Inference System | May 3, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments | May 3, 2025 | Contrastive LearningTime Series | —Unverified | 0 |
| Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing | May 3, 2025 | BenchmarkingImage Segmentation | —Unverified | 0 |
| FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection | May 2, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| IntrinsicTimescales.jl: A Julia package to estimate intrinsic (neural) timescales (INTs) from time-series data | May 2, 2025 | parameter estimationTime Series | —Unverified | 0 |
| Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System | May 2, 2025 | DiagnosticMissing Values | —Unverified | 0 |
| Predicting the Price of Gold in the Financial Markets Using Hybrid Models | May 2, 2025 | regressionTime Series | —Unverified | 0 |
| Feature Optimization for Time Series Forecasting via Novel Randomized Uphill Climbing | May 2, 2025 | GPUMultivariate Time Series Forecasting | —Unverified | 0 |
| Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts | May 2, 2025 | DescriptiveTime Series | —Unverified | 0 |
| A-DARTS: Stable Model Selection for Data Repair in Time Series | May 1, 2025 | AutoMLImputation | CodeCode Available | 0 |
| Temporal Attention Evolutional Graph Convolutional Network for Multivariate Time Series Forecasting | May 1, 2025 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 |
| Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting | May 1, 2025 | Missing ValuesMultivariate Time Series Forecasting | —Unverified | 0 |
| CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series | May 1, 2025 | Anomaly DetectionMeta-Learning | —Unverified | 0 |
| A Time-Series Data Augmentation Model through Diffusion and Transformer Integration | May 1, 2025 | Data AugmentationDenoising | —Unverified | 0 |
| Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series | Apr 30, 2025 | Causal DiscoveryTime Series | —Unverified | 0 |
| Probabilistic Time Series Forecasting of Residential Loads -- A Copula Approach | Apr 30, 2025 | Density EstimationProbabilistic Time Series Forecasting | —Unverified | 0 |
| Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders | Apr 30, 2025 | AI AgentFederated Learning | —Unverified | 0 |
| Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework | Apr 29, 2025 | PredictionTime Series | —Unverified | 0 |
| Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series | Apr 29, 2025 | Decision MakingPhotoplethysmography (PPG) | CodeCode Available | 0 |
| Multimodal Conditioned Diffusive Time Series Forecasting | Apr 28, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Causal Identification in Time Series Models | Apr 28, 2025 | Causal IdentificationTime Series | —Unverified | 0 |
| A Transformer-Based Approach for Diagnosing Fault Cases in Optical Fiber Amplifiers | Apr 28, 2025 | DecoderTime Series | —Unverified | 0 |
| Bridging Short- and Long-Term Dependencies: A CNN-Transformer Hybrid for Financial Time Series Forecasting | Apr 27, 2025 | Decision MakingTime Series | —Unverified | 0 |
| Deep Learning-Based Multi-Modal Fusion for Robust Robot Perception and Navigation | Apr 26, 2025 | Autonomous NavigationRobot Navigation | —Unverified | 0 |