Diffusion models
Mar 21, 2024
Rethinking How to Train Diffusion Models
After exploring the fundamentals of diffusion model sampling, parameterization, and training as explained in Generative AI Research Spotlight: Demystifying...
15 MIN READ
Oct 31, 2023
New Workshop: Generative AI with Diffusion Models
Take a deep dive into denoising diffusion models, from building a U-Net to training a text-to-image model.
1 MIN READ
Jun 14, 2023
Generative AI Research Empowers Creators with Guided Image Structure Control
New research is boosting the creative potential of generative AI with a text-guided image-editing tool. The innovative study presents a framework using...
5 MIN READ
Apr 26, 2023
An Introduction to Large Language Models: Prompt Engineering and P-Tuning
ChatGPT has made quite an impression. Users are excited to use the AI chatbot to ask questions, write poems, imbue a persona for interaction, act as a personal...
10 MIN READ
Mar 21, 2023
Build Generative AI Pipelines for Drug Discovery with NVIDIA BioNeMo Service
Creating new drug candidates is a heroic endeavor, often taking over 10 years to bring a drug to market. New supercomputing-scale large language models (LLMs)...
8 MIN READ
Apr 26, 2022
Improving Diffusion Models as an Alternative To GANs, Part 2
This is part of a series on how researchers at NVIDIA have developed methods to improve and accelerate sampling from diffusion models, a novel and powerful...
16 MIN READ
Apr 26, 2022
Improving Diffusion Models as an Alternative To GANs, Part 1
This is part of a series on how NVIDIA researchers have developed methods to improve and accelerate sampling from diffusion models, a novel and powerful class...
8 MIN READ