| Sparse Deep Learning for Time Series Data: Theory and Applications | Oct 5, 2023 | Deep LearningModel Compression | —Unverified | 0 |
| A Study of Quantisation-aware Training on Time Series Transformer Models for Resource-constrained FPGAs | Oct 4, 2023 | Time Series | —Unverified | 0 |
| Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs | Oct 4, 2023 | Irregular Time SeriesTime Series | CodeCode Available | 1 |
| Conformal Predictions for Longitudinal Data | Oct 4, 2023 | Conformal PredictionManagement | —Unverified | 0 |
| Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms | Oct 4, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Graph Neural Networks and Time Series as Directed Graphs for Quality Recognition | Oct 4, 2023 | Time Series | —Unverified | 0 |
| Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification | Oct 4, 2023 | Functional ConnectivityTime Series | —Unverified | 0 |
| Estimation of Models with Limited Data by Leveraging Shared Structure | Oct 4, 2023 | Time Series | —Unverified | 0 |
| Prompting-based Temporal Domain Generalization | Oct 3, 2023 | Domain GeneralizationTime Series | —Unverified | 0 |
| CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery | Oct 3, 2023 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
