Oct 26, 2025 · 2 min read · Generative AI has evolved from simple statistical models like Markov Chains to complex neural networks such as VAEs, GANs, and LLMs. This progression has enabled machines to generate human-like content, with applications in text, images, and more. Ea...
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Aug 29, 2025 · 3 min read · The rise of Generative Artificial Intelligence (AI) marks a significant milestone in the broader field of artificial intelligence and its intersection with data science. Unlike traditional AI systems that focus on classification, prediction, or optim...
Join discussionAug 5, 2025 · 7 min read · Imagine opening your vanity to find beauty products that suit you perfectly. AI in cosmetics makes this possible. Now, skin analysis can be done quickly. It can read your skin. Recommend you the perfect serum. No more regrets on buying wrong shades o...
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Jun 29, 2025 · 20 min read · From Autoencoders to Variational Autoencoders: Solving the Generation Problem In my previous exploration of autoencoders, I discovered their remarkable ability to learn compressed representations of data and reconstruct images with impressive fidelit...
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Jun 5, 2025 · 17 min read · Remember when we chatted about how AI models like Generative Adversarial Networks (GANs) learn to create? Well, there's another class of AI magicians : Variational Autoencoders (VAEs) and Diffusion Models, that achieve incredible feats of generation ...
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May 21, 2025 · 19 min read · Generative AI refers to a subset of artificial intelligence that focuses on creating new content—such as text, images, music, or videos—by learning patterns from existing data. Unlike traditional AI, which primarily analyzes and predicts based on inp...
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Feb 21, 2025 · 12 min read · Introduction A key innovation of the Latent Program Network (LPN) is its ability to encode programs into a continuous latent space, allowing for efficient search, adaptation, and generalization. Unlike traditional program synthesis methods, which rel...
Join discussionFeb 20, 2025 · 3 min read · A big thank you to Machine Learning Street Talk for their fascinating video, Can Latent Program Networks Solve Abstract Reasoning?. In this discussion, Clement Bonnet presents his innovative approach to the ARC (Abstraction and Reasoning Corpus) chal...
Join discussionJan 5, 2025 · 4 min read · Stable Diffusion is a cutting-edge AI model that transforms textual descriptions into hyper-realistic images. It uses a combination of advanced neural network technologies to deliver stunning visuals. In this article, we’ll explore how Stable Diffusi...
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Dec 4, 2024 · 2 min read · We just published a course on the freeCodeCamp.org YouTube channel that will teach you everything you need to know about Variational Autoencoders (VAEs). This course is perfect for anyone looking to dive deep into one of the fundamental concepts behi...
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