| ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons | Oct 11, 2023 | BenchmarkingPosition | CodeCode Available | 2 |
| A Variational Autoencoder Framework for Robust, Physics-Informed Cyberattack Recognition in Industrial Cyber-Physical Systems | Oct 10, 2023 | Time Series | —Unverified | 0 |
| Predicting Three Types of Freezing of Gait Events Using Deep Learning Models | Oct 10, 2023 | PredictionSpecificity | —Unverified | 0 |
| iTransformer: Inverted Transformers Are Effective for Time Series Forecasting | Oct 10, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 6 |
| Discovering Mixtures of Structural Causal Models from Time Series Data | Oct 10, 2023 | Causal DiscoveryTime Series | CodeCode Available | 1 |
| S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models | Oct 10, 2023 | Sleep StagingState Space Models | CodeCode Available | 1 |
| Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain | Oct 9, 2023 | Time SeriesTime Series Classification | CodeCode Available | 1 |
| Performative Time-Series Forecasting | Oct 9, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis | Oct 9, 2023 | BenchmarkingMultivariate Time Series Forecasting | CodeCode Available | 3 |
| NetTiSA: Extended IP Flow with Time-series Features for Universal Bandwidth-constrained High-speed Network Traffic Classification | Oct 9, 2023 | Time SeriesTraffic Classification | CodeCode Available | 0 |
