| Transformer Conformal Prediction for Time Series | Jun 8, 2024 | Conformal PredictionDecoder | CodeCode Available | 1 |
| Denoising-Aware Contrastive Learning for Noisy Time Series | Jun 7, 2024 | Contrastive LearningDenoising | CodeCode Available | 1 |
| MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning | Jun 7, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks | Jun 7, 2024 | Financial AnalysisTime Series | CodeCode Available | 1 |
| TSCMamba: Mamba Meets Multi-View Learning for Time Series Classification | Jun 6, 2024 | MambaMULTI-VIEW LEARNING | CodeCode Available | 1 |
| Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning | Jun 5, 2024 | Contrastive LearningEEG | CodeCode Available | 1 |
| Population Transformer: Learning Population-level Representations of Neural Activity | Jun 5, 2024 | Representation LearningTime Series | CodeCode Available | 1 |
| TIDMAD: Time Series Dataset for Discovering Dark Matter with AI Denoising | Jun 5, 2024 | BenchmarkingDenoising | CodeCode Available | 1 |
| An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series | Jun 4, 2024 | HumanitarianTime Series | CodeCode Available | 1 |
| CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting | Jun 4, 2024 | Dataset CondensationTime Series | CodeCode Available | 1 |
