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(VAEs) add a probabilistic element, allowing for the generation of new, realistic data samples. 6. Generative Adversarial Networks (GANs) GANs consist of two neural networks, a generator and a discriminator, engaged in a game. The generator creates synthetic data, attempting to fool the