Oct 142 min read2. Transformers _ " 2. Introduction to AI algorithms"Background In the fields of artificial intelligence and natural language processing, transformers are a revolutionary model architecture....
Aug 251 min read6. 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...
Aug 254 min read5. 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...
Aug 251 min read3. 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...
Aug 251 min read4. 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....
Aug 251 min read1. 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....