Understanding Diffusion Models in Neural Networks

Understanding Diffusion Models in Neural Networks

This article will explain the essence, principle, and applications of diffusion models, helping you to understand diffusion models in one go. Diffusion Models The essence of diffusion models Definition of diffusion models:Diffusion Models are a new, advanced generative model used to generate data similar to the training data, capable of generating various high-resolution images. The … Read more

The Origins of Natural Language Processing: Markov and Shannon’s Language Modeling Experiments

The Origins of Natural Language Processing: Markov and Shannon's Language Modeling Experiments

Excerpt from towardsdatascience Author: Raimi Karim Translated by: Machine Heart Contributors: Wang Zijia, Geek AI Language modeling and text generation are currently two hot research topics in the field of natural language processing. Yet, over a century ago, scientific giants Markov and Shannon began their preliminary explorations in this area… In 1913, Russian mathematician Andrey … Read more