| ViTime: A Visual Intelligence-Based Foundation Model for Time Series Forecasting | Jul 10, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift | Jul 10, 2024 | Change DetectionDisaster Response | CodeCode Available | 2 |
| European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry | Jun 25, 2024 | Anomaly DetectionTime Series | CodeCode Available | 2 |
| CausalFormer: An Interpretable Transformer for Temporal Causal Discovery | Jun 24, 2024 | Causal DiscoveryTime Series | CodeCode Available | 2 |
| How far are today's time-series models from real-world weather forecasting applications? | Jun 20, 2024 | BenchmarkingTime Series | CodeCode Available | 2 |
| Fredformer: Frequency Debiased Transformer for Time Series Forecasting | Jun 13, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis | Jun 12, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting | Jun 6, 2024 | Computational EfficiencyData Integration | CodeCode Available | 2 |
| A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting | Jun 4, 2024 | DecoderKolmogorov-Arnold Networks | CodeCode Available | 2 |
| TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment | Jun 3, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
