| Lightweight Defense Against Adversarial Attacks in Time Series Classification | May 4, 2025 | Adversarial DefenseData Augmentation | CodeCode Available | 0 |
| CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting | May 4, 2025 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments | May 3, 2025 | Contrastive LearningTime Series | —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 |
| Not Every Tree Is a Forest: Benchmarking Forest Types from Satellite Remote Sensing | May 3, 2025 | BenchmarkingImage Segmentation | —Unverified | 0 |
| Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts | May 2, 2025 | DescriptiveTime 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 |
| FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection | May 2, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Feature Optimization for Time Series Forecasting via Novel Randomized Uphill Climbing | May 2, 2025 | GPUMultivariate Time Series Forecasting | —Unverified | 0 |
| Predicting the Price of Gold in the Financial Markets Using Hybrid Models | May 2, 2025 | regressionTime Series | —Unverified | 0 |
