NVIDIA Research
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
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...
5 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
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
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
Feb 06, 2024
Generative AI Research Spotlight: Personalizing Text-to-Image Models
Visual generative AI is the process of creating images from text prompts. The technology is based on vision-language foundation models that are pretrained on...
11 MIN READ
Dec 19, 2023
Most Popular NVIDIA Technical Blog Posts of 2023: Generative AI, LLMs, Robotics, and Virtual Worlds Breakthroughs
As we approach the end of another exciting year at NVIDIA, it's time to look back at the most popular stories from the NVIDIA Technical Blog in 2023....
5 MIN READ
Dec 18, 2023
Teaching AVs the Language of Human Driving Behavior with Trajeglish
Much of the communication between drivers goes beyond turn signals and brake lights. Motioning another car to proceed, looking over to see if another driver is...
5 MIN READ
Dec 14, 2023
Generative AI Research Spotlight: Demystifying Diffusion-Based Models
With Internet-scale data, the computational demands of AI-generated content have grown significantly, with data centers running full steam for weeks or months...
26 MIN READ
Dec 11, 2023
NVIDIA Research Shows Interactive Texture Painting with Gen AI at SIGGRAPH Asia Real-Time Live
NVIDIA researchers took the stage at SIGGRAPH Asia Real-Time Live event in Sydney to showcase generative AI integrated into an interactive texture painting...
5 MIN READ
Dec 05, 2023
Reconstructing Dynamic Driving Scenarios Using Self-Supervised Learning
From monotonous highways to routine neighborhood trips, driving is often uneventful. As a result, much of the training data for autonomous vehicle (AV)...
6 MIN READ
Nov 28, 2023
Simulating Realistic Traffic Behavior with a Bi-Level Imitation Learning AI Model
From last-minute cut-ins to impromptu U-turns, human drivers can be incredibly unpredictable. This unpredictability stems from the complex nature of human...
5 MIN READ
Oct 22, 2023
Differentiable Slang: Example Applications
Differentiable Slang easily integrates with existing codebases—from Python, PyTorch, and CUDA to HLSL—to aid multiple computer graphics tasks and enable...
6 MIN READ
Oct 22, 2023
Differentiable Slang: A Shading Language for Renderers That Learn
NVIDIA just released a SIGGRAPH Asia 2023 research paper, SLANG.D: Fast, Modular and Differentiable Shader Programming. The paper shows how a single language...
12 MIN READ