MFMohammed Fahd Abrahinfreecodecamp.org·Aug 12 · 37 min readAI 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 disc00
MFMohammed Fahd Abrahinfreecodecamp.org·Jul 21 · 28 min read"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 few00
MFMohammed Fahd Abrahinfreecodecamp.org·Jul 15 · 30 min readAI Paper Review: Deep Unsupervised Learning using Nonequilibrium ThermodynamicsToday, diffusion models power some of the most impressive AI systems ever built. They generate photorealistic images, create videos, synthesize speech, design proteins, and increasingly influence fiel00
MFMohammed Fahd Abrahinfreecodecamp.org·Jul 8 · 27 min readAI 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 a 00
MFMohammed Fahd Abrahinfreecodecamp.org·Jun 15 · 28 min readAI Paper Review: Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsFor the last few years, Large Language Models have been impressing researchers with their ability to generate text, answer questions, translate languages, and perform tasks they had never been explici00