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Oct 14, 20242 min read
2. Transformers _ " 2. Introduction to AI algorithms"
Background In the fields of artificial intelligence and natural language processing, transformers are a revolutionary model architecture....
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Aug 25, 20241 min read
6. Generative adversarial networks (GANs) _ "2. Introduction to AI algorithms"
Generative adversarial networks (GANs) use two neural networks trained adversarially to generate realistic data. Real data, providing...
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Aug 25, 20244 min read
5. Diffusion Models_ Introduction to AI Algorithms _ " 2. Introduction to AI algorithms"
The original pattern pixels are dispersed and broken up, and then AI is used to identify the general diffusion trend of each pixel at...
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Aug 25, 20241 min read
3. Large language models (LLMs)_ "2. Introduction to AI algorithms"
Statistics on the associations between characters in a certain scenario, find meaningful sentence generation patterns, and thus imitate...
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Aug 25, 20241 min read
4. Variational autoencoders (VAEs)_ "2. AI Algorithm Introduction"
Variational autoencoders (VAEs) Extract key structures and features from the original data set and compress them into the latent space....
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Aug 25, 20241 min read
1. What is Artificial Intelligence (AI) _ "2. Introduction to AI algorithms"
Artificial Intelligence (AI) Information processing systems can be analogous to human decision-making and problem-solving abilities....
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