Upcoming Workshop: Applications of AI for Anomaly Detection
Learn to detect data abnormalities before they impact your business by using XGBoost, autoencoders, and GANs. Workshops are available in both the NALA and EMEA...
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...
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...
The desire to edit photos of cats, cars, or even antique paintings, has never been more accessible thanks to a generative adversarial network (GAN) model...
Scientists at NVIDIA and Cornell University introduced a hybrid unsupervised neural rendering pipeline to represent large and complex scenes efficiently in...
NVIDIA DLI Teaches Supervised and Unsupervised Anomaly Detection
The NVIDIA Deep Learning Institute (DLI) is offering instructor-led, hands-on training on how to build applications of AI for anomaly detection. Anomaly...
AI Researchers Visualize Flooding Caused by Global Warming
You may soon be able to see how future flooding could hit your city with a newly developed AI model. The study, from a team of Canadian and U.S. researchers,...
Researchers Harness GANs for Super-Resolution of Space Simulations
Astrophysics researchers have long faced a tradeoff when simulating space— simulations could be either high-resolution or cover a large swath of the universe....
BMW Brings Together Art, Artificial Intelligence for Virtual Installation Using NVIDIA StyleGAN
BMW today unveiled a virtual art installation that projects AI-generated artwork onto a virtual rendition of the automaker’s 8 Series Gran Coupe. Dubbed...
GAN for All Seasons: AI-Generated Art Accompanies Pandemic Poetry in The Washington Post
A recent National Poetry Month feature in The Washington Post presented AI-generated artwork alongside five original poems reflecting on seasons of the past...
Detecting Financial Fraud Using GANs at Swedbank with Hopsworks and NVIDIA GPUs
Recently, one of Sweden’s largest banks trained generative adversarial neural networks (GANs) using NVIDIA GPUs as part of its fraud and money-laundering...
ArchiGAN: a Generative Stack for Apartment Building Design
AI will soon massively empower architects in their day-to-day practice. This potential is around the corner and my work provides a proof of concept. The...
Photo Editing with Generative Adversarial Networks (Part 2)
In part 1 of this series I introduced Generative Adversarial Networks (GANs) and showed how to generate images of handwritten digits using a GAN. In this post I...
Photo Editing with Generative Adversarial Networks (Part 1)
Adversarial training (also called GAN for Generative Adversarial Networks), and the variations that are now being proposed, is the most interesting idea in the...
