Computer Vision & Graphics Global News Machine Learning & Data Science Research US & Canada

NeurIPS 2020: NVIDIA Achieves AI Training Breakthrough Using Limited Datasets of 1,500 Images

NVIDIA blog introduced company’s latest NeurIPS presentation: applying a novel neural network training technique, adaptive discriminator augmentation, to the popular NVIDIA StyleGAN2 model.

On December 7, NVIDIA blog introduced company’s latest NeurIPS presentation: applying a novel neural network training technique named – adaptive discriminator augmentation, or ADA – to the popular NVIDIA StyleGAN2 model, NVIDIA researchers reimagined artwork based on fewer than 1,500 images from the Metropolitan Museum of Art.

According to NVIDIA, the new ADA technology reduces the number of training images by 10-20x while still getting great results. The same method could someday have a significant impact in healthcare, for example by creating cancer histology images to help train other AI models.

The NVIDIA Research team consists of more than 200 scientists around the globe, focusing on areas including AI, computer vision, self-driving cars, robotics and graphics. In 2020, 28 papers authored by NVIDIA researchers will be highlighted at NeurIPS, taking place virtually from Dec. 6-12. (Source)


AI Weekly.png

We know you don’t want to miss any news or research breakthroughs. Subscribe to our popular newsletter Synced Global AI Weekly to get weekly AI updates.

3 comments on “NeurIPS 2020: NVIDIA Achieves AI Training Breakthrough Using Limited Datasets of 1,500 Images

  1. Pingback: NeurIPS 2020: NVIDIA Achieves AI Training Breakthrough Using Limited Datasets of 1,500 Images - You Startups

  2. Pingback: NeurIPS 2020: NVIDIA Achieves AI Training Breakthrough Using Limited Datasets of 1,500 Images | Synced - Buzzing Startups

  3. thanks for sharing such valuable information with us. it’s hard to come by well-informed people in this particular topic, but you explained this really good..

Leave a Reply

Your email address will not be published.

%d bloggers like this: