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| Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series Forecasting | Oct 3, 2024 | Contrastive LearningDenoising | CodeCode Available | 0 |
| Demand Forecasting in Supply Chain Management for Rossmann Stores Using Weather Enhanced Deep Learning Model | Oct 2, 2024 | Demand ForecastingManagement | —Unverified | 0 |
| Incorporating Metabolic Information into LLMs for Anomaly Detection in Clinical Time-Series | Oct 2, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| FredNormer: Frequency Domain Normalization for Non-stationary Time Series Forecasting | Oct 2, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| MixLinear: Extreme Low Resource Multivariate Time Series Forecasting with 0.1K Parameters | Oct 2, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 3 |
| MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series Forecasting | Oct 2, 2024 | Multivariate Time Series ForecastingMultivariate Time Series Forecastingm | CodeCode Available | 3 |
| Model Comparisons: XNet Outperforms KAN | Oct 2, 2024 | Kolmogorov-Arnold Networksmodel | —Unverified | 0 |
| TiVaT: A Transformer with a Single Unified Mechanism for Capturing Asynchronous Dependencies in Multivariate Time Series Forecasting | Oct 2, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
