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Found 3 papers, 3 papers with code
BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis
Leveraging these synthesized signals offers a notable solution to the aforementioned challenges.
TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
For time-series data, the suite of data augmentation strategies we can use to expand the size of the dataset is limited by the need to maintain the basic properties of the signal.
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
For time-series, the suite of data augmentation tricks we can use to expand the size of the dataset is limited by the need to maintain the basic properties of the signal.
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