AI Paper Review: Generative Modeling by Estimating Gradients of the Data DistributionToday, diffusion models have become one of the most influential families of generative AI systems. They power applications ranging from image synthesis and editing to video generation, scientific disc37 min read·freecodecamp.orgAug 12
"Relaxation and its Role in Vision": The 1977 PhD Thesis That Helped Shape Modern AI ResearchWhen people think of Geoffrey Hinton, they usually think of backpropagation, Boltzmann Machines, Deep Belief Networks, or the deep learning revolution that transformed artificial intelligence. But few28 min read·freecodecamp.orgJul 21
AI Paper Review: Deep Unsupervised Learning using Nonequilibrium ThermodynamicsExplore the 2015 paper that introduced diffusion models and laid the foundation30 min read·freecodecamp.orgJul 15
AI Paper Review: Self-Consistency Improves Chain of Thought Reasoning in Language ModelsWhen Chain-of-Thought Prompting was introduced, it showed that large language models could solve many difficult reasoning problems simply by thinking step by step before producing an answer. It was a27 min read·freecodecamp.orgJul 8
AI Paper Review: Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsReview of Chain-of-Thought Prompting, the landmark AI paper that showed how step-by-step reasoning improves LLM performance.28 min read·freecodecamp.orgJun 15
