Wavelet Flow Matching for Time Series
cs.LG, cs.AI
Submitted: 2026-09-30
Updated: 2026-10-04
Code: https://github.com/Y-debug-sys/Diffusion-TS
Terminology
Sources
- TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation
- Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs
- A Fourier Space Perspective on Diffusion Models
- FlowTS: Time Series Generation via Rectified Flow
- Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis
- Decoupled Weight Decay Regularization
- C-RNN-GAN: Continuous recurrent neural networks with adversarial training
- A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
- Learning Sparse Wavelet Representations
- Cyclostationary Phase Conditioning for Medical Time Series Diffusion
- WaveletDiff: Multilevel Wavelet Diffusion For Time Series Generation
- AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis
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