X-MeshGraphNet: NVIDIA’s Scalable Solution for Physics Simulation Using Graph Neural Networks

27 November 2024
Illustration of the partitioning scheme with Halo on a Koenigsegg car.

X-MeshGraphNet: NVIDIA’s Scalable Solution for Physics Simulation Using Graph Neural Networks

NVIDIA researchers have introduced X-MeshGraphNet, a novel extension of MeshGraphNet that addresses key scalability and practical limitations in physics simulation. The open-source framework, now available through NVIDIA Modulus, enables efficient…

NVIDIA Eureka: Agent for Autonomous Robot Learning

22 October 2023

NVIDIA Eureka: Agent for Autonomous Robot Learning

NVIDIA has unveiled Eureka, an open-source agent based on GPT-4, designed to teach robots complex skills such as performing tricks and handling scissors. This breakthrough leverages the power of large…

NVIDIA FlexiCubes: Crafting 3D Grids Using Adaptive Parameters

13 August 2023
flexicubes

NVIDIA FlexiCubes: Crafting 3D Grids Using Adaptive Parameters

NVIDIA has introduced FlexiCubes – a method for generating 3D grids of objects through adaptive parameters. This innovation is designed to deliver the highest quality grids, catering to a wide…

John Deere Unveils the World’s First Self-Driving Tractor for Precision Farming

7 January 2022
John Deere self-driving

John Deere Unveils the World’s First Self-Driving Tractor for Precision Farming

John Deere, the world’s largest manufacturer of agricultural machinery, has started mass production of the first self-driving tractor. It can independently perform simple tasks and transmit data to the control…

NVIDIA neural network generates realistic 3D worlds based on Minecraft

22 April 2021

NVIDIA neural network generates realistic 3D worlds based on Minecraft

Nvidia has unveiled GANcraft, a neural network for creating photorealistic images based on 3D block worlds, similar to the worlds in Minecraft. GANcraft creates a visualization of a world, taking…

GANverse3D: a neural network from NVIDIA reconstructs a 3D model from a single photo

19 April 2021
GANverse3D

GANverse3D: a neural network from NVIDIA reconstructs a 3D model from a single photo

The neural network from NVIDIA allows one to transform a flat image into a realistic three-dimensional model that can be manipulated in virtual space. The new approach to generation of…

CES 2019: NVIDIA Announced the Launch of Its First Commercial Autopilot

15 January 2019
nvidia drive autopilot

CES 2019: NVIDIA Announced the Launch of Its First Commercial Autopilot

NVIDIA released a new version of its DRIVE Software at this year’s CES, in Las Vegas. The latest version – DRIVE Software 8.0 of their self-driving software suite brings a lot…

NVIDIA Research Proposed New Style-Based Generator Architecture for GANs

18 December 2018
stylegan

NVIDIA Research Proposed New Style-Based Generator Architecture for GANs

NVIDIA Research has just released a new paper introducing a groundbreaking generator architecture called StyleGAN. This innovative method is making waves in the image synthesis community due to its superior…

Vid2Vid – Conditional GANs for Video-to-Video Synthesis

3 September 2018
vid2vid-video-to-video-synthesis-e1535641547242

Vid2Vid – Conditional GANs for Video-to-Video Synthesis

Researchers from NVIDIA and MIT’s Computer Science and Artificial Intelligence Lab have proposed a novel method for video-to-video synthesis, showing impressive results. The proposed method – Vid2Vid – can synthesize…

Faster Learning and Better Image Quality with Evolving Generative Adversarial Networks

22 May 2018

Faster Learning and Better Image Quality with Evolving Generative Adversarial Networks

Generative Adversarial Networks are one of the most promising recent developments in the area of Deep Learning. GANs are generative models that have recently become very popular among the machine learning…