Generative Models | Transcendent AI

Biases in LLMs

Explore the hidden biases in LLMs and their impact. The opinions of which sector of society are reflected in them?

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The Age of Digital Deception: The Dangers of Deep Fakes

Recent years have birthed a dangerous usage of the technology offered by neural networks, the deep fakes. We'll explore them in this article

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Generative Adversarial Networks (GANs): A Comprehensive Exploration

Let's explore Generative Adversarial Networks (GANs), one of the pioneers of Gen AI that was capable of producing photorealistic images.

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Modeling Data with Bayesian Statistics

In this article we will go through a quick overview of what Bayesian modeling is and how can we use probabilistic programming to leverage it

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Variational Autoencoders: Intuitions and Math

In this article we will explore variational autoencoders in terms of the intuition behind them and the math needed to train them.

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A Brief Overview of Diffusion Models and Their Applications

In this article we will go through a brief review of diffusion models, how they work, what their usages are and what are the existing tools.

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Generative vs. Discriminative Models in Machine Learning

What are Generative Models? What are Discriminative Models? In this article we'll go through the fundamentals of each type of model.

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