GEN-AI 2 : Auto Encoders

GEN-AI 2 : Auto Encoders

 📌 What Are Generative Models? Generative Models are machine learning algorithms that learn the underlying patterns or distribution of a dataset to generate new data that resembles the o...
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GEN-AI 4 : GAN

GEN-AI 4 : GAN
In the world of generative models, Variational Autoencoders (VAEs) were among the first to show us how machines can learn to create new data. But they came with limitations which sparked the need for...
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GEN-AI 5 : WGAN and WGAN-GP

GEN-AI 5 : WGAN and WGAN-GP
Why ❌ GAN In the ever-evolving landscape of generative models, GANs have taken center stage with their remarkable ability to generate data that mimics real-world distributions. But as with...
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