Pinned Repositories
TSDE
TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative dual-orthogonal Transformer encoder architecture with a crossover mechanism, and employing a unique IIF mask strategy (KDD 2024, main research track).
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Synthetic-ECG-Signal-Generation-using-Probabilistic-Diffusion-Models
We used Improved DDPM (developed by OpenAI) to generate synthetic ECG signals and compared it with WGAN-GP.