| Effectively Modeling Time Series with Simple Discrete State Spaces | Mar 16, 2023 | State Space ModelsTime Series | CodeCode Available | 1 |
| Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image | Mar 16, 2023 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| The Tiny Time-series Transformer: Low-latency High-throughput Classification of Astronomical Transients using Deep Model Compression | Mar 15, 2023 | AstronomyModel Compression | CodeCode Available | 1 |
| Spacecraft Anomaly Detection with Attention Temporal Convolution Network | Mar 13, 2023 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| TSMixer: An All-MLP Architecture for Time Series Forecasting | Mar 10, 2023 | AllDeep Learning | CodeCode Available | 1 |
| Vector Quantized Time Series Generation with a Bidirectional Prior Model | Mar 8, 2023 | Image GenerationQuantization | CodeCode Available | 1 |
| Synthetic ECG Signal Generation using Probabilistic Diffusion Models | Mar 4, 2023 | DenoisingTime Series | CodeCode Available | 1 |
| TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders | Mar 1, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Time Series as Images: Vision Transformer for Irregularly Sampled Time Series | Mar 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| A Synthetic Texas Power System with Time-Series Weather-Dependent Spatiotemporal Profiles | Feb 26, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
