
Making moves to accelerate self-driving car development, NVIDIA was today named an Autonomous Grand Challenge winner at the Computer Vision and Pattern Recognition (CVPR) conference, running this week in Seattle.
Building on last year's win in 3D Occupancy Prediction, NVIDIA Research topped the leaderboard this year in the End-to-End Driving at Scale category with its Hydra-MDP model, outperforming more than 400 entries worldwide.
This milestone shows the importance of generative AI in building applications for physical AI deployments in autonomous vehicle (AV) development. The technology can also be applied to industrial environments, healthcare, robotics and other areas.
The winning submission received CVPR's Innovation Award as well, recognizing NVIDIA's approach to improving any end-to-end driving model using learned open-loop proxy metrics.
In addition, NVIDIA announced NVIDIA Omniverse Cloud Sensor RTX, a set of microservices that enable physically accurate sensor simulation to accelerate the development of fully autonomous machines of every kind.
How End-to-End Driving Works The race to develop self-driving cars isn't a sprint but more a never-ending triathlon, with three distinct yet crucial parts operating simultaneously: AI training, simulation and autonomous driving. Each requires its own accelerated computing platform, and together, the full-stack systems purpose-built for these steps form a powerful triad that enables continuous development cycles, always improving in performance and safety.
To accomplish this, a model is first trained on an AI supercomputer such as NVIDIA DGX. It's then tested and validated in simulation - using the NVIDIA Omniverse platform and running on an NVIDIA OVX system - before entering the vehicle, where, lastly, the NVIDIA DRIVE AGX platform processes sensor data through the model in real time.
Building an autonomous system to navigate safely in the complex physical world is extremely challenging. The system needs to perceive and understand its surrounding environment holistically, then make correct, safe decisions in a fraction of a second. This requires human-like situational awareness to handle potentially dangerous or rare scenarios.
AV software development has traditionally been based on a modular approach, with separate components for object detection and tracking, trajectory prediction, and path planning and control.
End-to-end autonomous driving systems streamline this process using a unified model to take in sensor input and produce vehicle trajectories, helping avoid overcomplicated pipelines and providing a more holistic, data-driven approach to handle real-world scenarios.
Watch a video about the Hydra-MDP model, winner of the CVPR Autonomous Grand Challenge for End-to-End Driving:
Navigating the Grand Challenge This year's CVPR challenge asked participants to develop an end-to-end AV model, trained using the nuPlan dataset, to generate driving trajectory based on sensor data.
The models were submitted for testing inside the open-source NAVSIM simulator and were tasked with navigating thousands of scenarios they hadn't experienced yet. Model performance was scored based on metrics for safety, passenger comfort and deviation from the original recorded trajectory.
NVIDIA Research's winning end-to-end model ingests camera and lidar data, as well as the vehicle's trajectory history, to generate a safe, optimal vehicle path for five seconds post-sensor input.
The workflow NVIDIA researchers used to win the competition can be replicated in high-fidelity simulated environments with NVIDIA Omniverse. This means AV simulation developers can recreate the workflow in a physically accurate environment before testing their AVs in the real world. NVIDIA Omniverse Cloud Sensor RTX microservices will be available later this year. Sign up for early access.
In addition, NVIDIA ranked second for its submission to the CVPR Autonomous Grand Challenge for Driving with Language. NVIDIA's approach connects vision language models and autonomous driving systems, integrating the power of large language models to help make decisions and achieve generalizable, explainable driving behavior.
Learn More at CVPR More than 50 NVIDIA papers were accepted to this year's CVPR, on topics spanning automotive, healthcare, robotics and more. Over a dozen papers will cover NVIDIA automotive-related research, including:
Hydra-MDP: End-to-End Multimodal Planning With Multi-Target Hydra-Distillation
Winner of CVPR's End-to-End Driving at Scale challenge
Read the NVIDIA technical blog
Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
CVPR best paper award finalist
Driving Everywhere With Large Language Model Policy Adaptation
See DRIVE Labs: LLM-Based Road Rules Guide Simplifies Driving
Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?
Improving Distant 3D Object Detection Using 2D Box Supervision
Dynamic LiDAR Resimulation Using Compositional Neural Fields
BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection
PARA-Drive: Parallelized Architecture for Real-Time Autonomous Driving
Sanja Fidler, vice president of AI research at NVIDIA, will speak on vision language models at the CVPR Workshop on Autonomous Driving.
Learn more about NVIDIA Research, a global team of hundreds of scientists and engineers focused on topics including AI, computer graphics, computer vision, self-driving cars and robotics.
See notice regarding software product information.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
18/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
18/06/2026
Linda May Han Oh Receives Guggenheim Fellowship The Berklee professor, bassist, and composer will use the fellowship to debut Dreams of Knowing, an interdisci...
18/06/2026
Play favorite titles from popular game libraries, keep progress synced and jump ...
18/06/2026
The digital era gave the advertising and marketing industry speed; the AI era is giving it autonomous operations.
For companies building next-generation techn...
17/06/2026
EVS has announced it has received the EcoVadis Gold Medal for sustainability performance, ranking among the top 5% of companies globally in the Technology/Mid-S...
17/06/2026
Chyron has released Weather 2.4, an update to its weather suite for broadcasters and meteorologists. The release focuses on enhancements to the DataFlow module,...
17/06/2026
VSiN, The Sports Betting Network, has announced the launch of Best Bets TV, a free ad-supported streaming TV (FAST) channel. The 24/7 channel is currently avail...
17/06/2026
DAZN's Team Whistle and Snap Inc. have announced a creator program centered ...
17/06/2026
LiveU is providing video transmission technology for broadcasters, production companies, and public safety agencies across North America's busy Summer of So...
17/06/2026
The National Academy of Television Arts and Sciences (NATAS) has announced that Laurens Grant and Jacob Ullman have joined its Board of Directors. Chief of Staf...
17/06/2026
Akta, the AI-First SaaS video platform for modern broadcast and streaming operations, today announced that its video platform is now generally available on Orac...
17/06/2026
This recent graduate from Houston found inspiration in technical directing and now eyes a future career in sports production...
17/06/2026
Audio-Technica (booth C7959) arrives at InfoComm 2026 in Las Vegas with a slate ...
17/06/2026
SNS has published a guide addressing growing demand for AI-powered video indexing, transcription, facial recognition, and searchable metadata across media libra...
17/06/2026
Providius has announced Providius Direct, a workflow for investigating network i...
17/06/2026
NEP Group has announced the commercial availability of NEP Platform, a software ...
17/06/2026
A new white paper examining Secure Reliable Transport (SRT) and Reliable Interne...
17/06/2026
New research from subscription bundling platform Bango finds that younger sports fans are increasingly consuming sport through highlights, clips, and social med...
17/06/2026
SMPTE has announced that its complete Standards catalog is now freely available to the global media technology community, including all published SMPTE Standard...
17/06/2026
Harmonic has completed the sale of its Video Business to MediaKind for $145 mill...
17/06/2026
Omaha Productions will produce the 2026 World Series of Poker (WSOP) in Las Vega...
17/06/2026
New features, changes & bug fixes
SoundBridge have just released another update for their remote collaboration-focused DAW - reviewed here in SOS March 2026...
17/06/2026
Valve-based front end for digital & modelling rigs
The latest addition to Fryette's product range delivers a packed-down, pedalboard-friendly version of...
17/06/2026
GearExpo UK - 27 June 2026
Sound On Sound are proud to announce GearExpo UK, a major new recording and music technology exhibition in London! This is the bi...
17/06/2026
SAM monitoring line-up gains Dante and AES67 support
The latest expansion of Genelec's UNIO monitoring ecosystem introduces a new device that provides D...
17/06/2026
The R&S PR300 portable receiver from Rohde & Schwarz sets new standards in spect...
17/06/2026
Elt Group and Rohde & Schwarz sign a cooperation agreement to explore commercial...
17/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/06/2026
The Immersive Supervisor Emerges as Hollywood's Next Production Role
Brie Clayton June 17, 2026
0 Comments
Above image: On set live immersive revi...
17/06/2026
Vertical Musical Playback Shot with Blackmagic PYXIS 6K
Brie Clayton June 17, 2026
0 Comments
Large format sensor and DaVinci Resolve workflow used fo...
17/06/2026
DAZ 3D Launches New Game-Ready Character Assets Built for Modern Engines and Pro...
17/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/06/2026
Montr al, Quebec, June 11, 2026 Kiloview, a leading provider of AV-over-IP and NDI -based video transmission solutions, today announced a distribution partner...
17/06/2026
Changsha, China, June 15, 2026 Kiloview officially announced the launch of U4 IP Video Dock, a compact IP video decoder and output dock designed to bring prof...
17/06/2026
A year ago at NVIDIA GTC Paris at VivaTech, France laid out plans to advance local AI - from new AI factories and national compute capacity to open frontier mod...
17/06/2026
Save 50% on All Ivory II Pianos and Collections
Were halfway through the year, and we're cutting prices in half for the Ivory II Summer Sale!
For a limite...
17/06/2026
Wednesday 17 June 2026
Two in three fans will connect to venue WiFi this World ...
17/06/2026
Visibility builds credibility - the tools you use every day, now visible on your LinkedIn profile Published on Jun 17, 2026 Categories: Company News, Product ...