Generative Models Explained: VAEs, GANs, Diffusion, Transformers, Autoregressive Models & NeRFs

Generative models have revolutionized artificial intelligence by enabling machines to create new content—be it images, text, audio, or 3D structures. This article delves into six prominent generative models: Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), Diffusion Models, Transformers, Autoregressive Models, and Neural Radiance Fields (NeRFs). We’ll explore their architectures, strengths, weaknesses, and real-world applications. Read […]

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