Search Results for author: Melissa Lopez

Found 5 papers, 1 papers with code

cDVGAN: One Flexible Model for Multi-class Gravitational Wave Signal and Glitch Generation

no code implementations29 Jan 2024 Tom Dooney, Lyana Curier, Daniel Tan, Melissa Lopez, Chris Van Den Broeck, Stefano Bromuri

Specifically, our experiments show that training convolutional neural networks (CNNs) with our cDVGAN-generated data improves the detection of samples embedded in detector noise beyond the synthetic data from other state-of-the-art GAN models.

Generative Adversarial Network

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