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Time Series Generation

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Showing 51–75 of 87 papers

TitleStatusHype
A Systematic Evaluation of Generated Time Series and Their Effects in Self-Supervised Pretraining—0
Leveraging Priors via Diffusion Bridge for Time Series Generation—0
Synthetic Time Series for Anomaly Detection in Cloud Microservices—0
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models—0
TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation—0
SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature EmbeddingsCode0
A Survey of Transformer Enabled Time Series Synthesis—0
High Rank Path Development: an approach of learning the filtration of stochastic processes—0
A Study of Posterior Stability for Time-Series Latent Diffusion—0
Application of time-series quantum generative model to financial data—0
Towards Controllable Time Series Generation—0
Time Weaver: A Conditional Time Series Generation Model—0
Time series generation for option pricing on quantum computers using tensor network—0
TimEHR: Image-based Time Series Generation for Electronic Health RecordsCode0
Deep Generative Modeling for Financial Time Series with Application in VaR: A Comparative Review—0
Class Conditional Time Series Generation with Structured Noise Space GAN—0
Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation—0
Time-series Generation by Contrastive Imitation—0
Deep Generative Methods for Producing Forecast Trajectories in Power Systems—0
On the Constrained Time-Series Generation Problem—0
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification—0
Regular Time-series Generation using SGM—0
Neural SDEs for Conditional Time Series Generation and the Signature-Wasserstein-1 metricCode0
StyleTime: Style Transfer for Synthetic Time Series Generation—0
Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial NetworksCode0
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