NVIDIA Research

Feb 25, 2025

Defining LLM Red Teaming

There is an activity where people provide inputs to generative AI technologies, such as large language models (LLMs), to see if the outputs can be made to...

10 MIN READ

Feb 25, 2025

Agentic Autonomy Levels and Security

Agentic workflows are the next evolution in AI-powered tools. They enable developers to chain multiple AI models together to perform complex activities, enable...

14 MIN READ

Jan 09, 2025

Advancing Physical AI with NVIDIA Cosmos World Foundation Model Platform

As robotics and autonomous vehicles advance, accelerating development of physical AI—which enables autonomous machines to perceive, understand, and perform...

14 MIN READ

Dec 02, 2024

Unified Whole-Body Control for Physically Simulated Humanoids

Creating interactive simulated humanoids that move naturally and respond intelligently to diverse control inputs remains one of the most challenging problems in...

7 MIN READ

Nov 22, 2024

Hymba Hybrid-Head Architecture Boosts Small Language Model Performance

Transformers, with their attention-based architecture, have become the dominant choice for language models (LMs) due to their strong performance,...

12 MIN READ

Oct 25, 2024

NVIDIA Showcases the Future of Intelligent Robots at CoRL 2024

From humanoids to policy, explore the work NVIDIA is bringing to the robotics community.

1 MIN READ

Sep 06, 2024

Using Generative AI Models in Circuit Design

Generative models have been making big waves in the past few years, from intelligent text-generating large language models (LLMs) to creative image and...

7 MIN READ

Sep 05, 2024

Achieving State-of-the-Art Zero-Shot Waveform Audio Generation across Audio Types

Stunning audio content is an essential component of virtual worlds. Audio generative AI plays a key role in creating this content, and NVIDIA is continuously...

6 MIN READ

Sep 03, 2024

Real-Time Neural Receivers Drive AI-RAN Innovation

Today’s 5G New Radio (5G NR) wireless communication systems rely on highly optimized signal processing algorithms to reconstruct transmitted messages from...

11 MIN READ

GIF of a tree, excavator, and purple spiky blog moving.

Jul 25, 2024

Simulate Elastic Objects in Any Representation with NVIDIA Kaolin Library

Recent advancements in generative AI and multi-view reconstruction have introduced new ways to rapidly generate 3D content. However, to be useful for downstream...

2 MIN READ

Jul 22, 2024

Fast and Differentiable Radio Maps with NVIDIA Instant RM

Wireless networks are the essential infrastructure that enables seamless connectivity. To ensure the best performance, whether in a single building or a whole...

4 MIN READ

Jun 28, 2024

Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning

Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient...

6 MIN READ

Jun 24, 2024

Addressing Medical Imaging Limitations with Synthetic Data Generation

Synthetic data in medical imaging offers numerous benefits, including the ability to augment datasets with diverse and realistic images where real data is...

9 MIN READ

GIF of several autonomous driving views.

Jun 17, 2024

End-to-End Driving at Scale with Hydra-MDP

Building an autonomous system to navigate the complex physical world is extremely challenging. The system must perceive its environment and make quick, sensible...

6 MIN READ

Jun 14, 2024

Developing Smaller, Lighter Extended Reality Glasses Using AI

Today's immersive extended reality (XR) devices require heavy optics and displays to be secured with head straps, a necessity that adds bulk and presents a...

7 MIN READ

Still from geometric fabrics example demo.

May 15, 2024

NVIDIA Presents New Robotics Research on Geometric Fabrics, Surgical Robots, and More at ICRA

During the IEEE International Conference on Robotics and Automation (ICRA) May 13-17 in Yokohama, Japan, many people will be discussing geometric fabrics. That...

7 MIN READ