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Time Series Generation

Papers

Showing 110 of 87 papers

TitleStatusHype
How to Unlock Time Series Editing? Diffusion-Driven Approach with Multi-Grained Control0
Trajectory Generator Matching for Time Series0
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation0
Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data0
MSDformer: Multi-scale Discrete Transformer For Time Series Generation0
Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation0
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion ModelsCode2
TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation0
Diffusion Transformers for Tabular Data Time Series GenerationCode1
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency0
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