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| Generative learning for nonlinear dynamics | Nov 7, 2023 | Learning TheoryState Space Models | —Unverified | 0 |
| PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning | Nov 7, 2023 | DecoderRepresentation Learning | —Unverified | 0 |
| Discret2Di -- Deep Learning based Discretization for Model-based Diagnosis | Nov 6, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification | Nov 6, 2023 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization | Nov 6, 2023 | ManagementPosition | CodeCode Available | 1 |
| Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series | Nov 6, 2023 | Time Series | CodeCode Available | 0 |
| TS-Diffusion: Generating Highly Complex Time Series with Diffusion Models | Nov 6, 2023 | DecoderMissing Values | —Unverified | 0 |
| Optimal Estimation Methodologies for Panel Data Regression Models | Nov 6, 2023 | Econometricsregression | —Unverified | 0 |
| Sketching Multidimensional Time Series for Fast Discord Mining | Nov 5, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
