Sony Pixel Power calrec Sony

Seamless in Seattle: NVIDIA Research Showcases Advancements in Visual Generative AI at CVPR

17/06/2024

NVIDIA researchers are at the forefront of the rapidly advancing field of visual generative AI, developing new techniques to create and interpret images, videos and 3D environments.

More than 50 of these projects will be showcased at the Computer Vision and Pattern Recognition (CVPR) conference, taking place June 17-21 in Seattle. Two of the papers - one on the training dynamics of diffusion models and another on high-definition maps for autonomous vehicles - are finalists for CVPR's Best Paper Awards.

NVIDIA is also the winner of the CVPR Autonomous Grand Challenge's End-to-End Driving at Scale track - a significant milestone that demonstrates the company's use of generative AI for comprehensive self-driving models. The winning submission, which outperformed more than 450 entries worldwide, also received CVPR's Innovation Award.

NVIDIA's research at CVPR includes a text-to-image model that can be easily customized to depict a specific object or character, a new model for object pose estimation, a technique to edit neural radiance fields (NeRFs) and a visual language model that can understand memes. Additional papers introduce domain-specific innovations for industries including automotive, healthcare and robotics.

Collectively, the work introduces powerful AI models that could enable creators to more quickly bring their artistic visions to life, accelerate the training of autonomous robots for manufacturing, and support healthcare professionals by helping process radiology reports.

Artificial intelligence, and generative AI in particular, represents a pivotal technological advancement, said Jan Kautz, vice president of learning and perception research at NVIDIA. At CVPR, NVIDIA Research is sharing how we're pushing the boundaries of what's possible - from powerful image generation models that could supercharge professional creators to autonomous driving software that could help enable next-generation self-driving cars.

At CVPR, NVIDIA also 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.

Forget Fine-Tuning: JeDi Simplifies Custom Image Generation Creators harnessing diffusion models, the most popular method for generating images based on text prompts, often have a specific character or object in mind - they may, for example, be developing a storyboard around an animated mouse or brainstorming an ad campaign for a specific toy.

Prior research has enabled these creators to personalize the output of diffusion models to focus on a specific subject using fine-tuning - where a user trains the model on a custom dataset - but the process can be time-consuming and inaccessible for general users.

JeDi, a paper by researchers from Johns Hopkins University, Toyota Technological Institute at Chicago and NVIDIA, proposes a new technique that allows users to easily personalize the output of a diffusion model within a couple of seconds using reference images. The team found that the model achieves state-of-the-art quality, significantly outperforming existing fine-tuning-based and fine-tuning-free methods.

JeDi can also be combined with retrieval-augmented generation, or RAG, to generate visuals specific to a database, such as a brand's product catalog.

https://blogs.nvidia.com/wp-content/uploads/2024/06/JeDi-cow-sculpture.mp4

New Foundation Model Perfects the Pose NVIDIA researchers at CVPR are also presenting FoundationPose, a foundation model for object pose estimation and tracking that can be instantly applied to new objects during inference, without the need for fine-tuning.

The model, which set a new record on a popular benchmark for object pose estimation, uses either a small set of reference images or a 3D representation of an object to understand its shape. It can then identify and track how that object moves and rotates in 3D across a video, even in poor lighting conditions or complex scenes with visual obstructions.

FoundationPose could be used in industrial applications to help autonomous robots identify and track the objects they interact with. It could also be used in augmented reality applications where an AI model is used to overlay visuals on a live scene.

NeRFDeformer Transforms 3D Scenes With a Single Snapshot A NeRF is an AI model that can render a 3D scene based on a series of 2D images taken from different positions in the environment. In fields like robotics, NeRFs can be used to generate immersive 3D renders of complex real-world scenes, such as a cluttered room or a construction site. However, to make any changes, developers would need to manually define how the scene has transformed - or remake the NeRF entirely.

Researchers from the University of Illinois Urbana-Champaign and NVIDIA have simplified the process with NeRFDeformer. The method, being presented at CVPR, can successfully transform an existing NeRF using a single RGB-D image, which is a combination of a normal photo and a depth map that captures how far each object in a scene is from the camera.

VILA Visual Language Model Gets the Picture A CVPR research collaboration between NVIDIA and the Massachusetts Institute of Technology is advancing the state of the art for vision language models, which are generative AI models that can process videos, images and text.

The group developed VILA, a family of open-source visual language models that outperforms prior neural networks on key benchmarks that test how well AI models answer questions about images. VILA's unique pretraining process unlocked new model capabilities, including enhanced world knowledge, stronger in-context learning and the ability to reason across multiple images.

VILA can understand memes and reason based on multiple images or video frames. The VILA model fa
LINK: https://blogs.nvidia.com/blog/visual-generative-ai-cvpr-research/...
See more stories from nvidia

Most recent headlines

09/11/2025

Dalet Unveils Agentic AI Media Workflows at IBC2025

Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...

06/10/2025

France Tlvisions Wins Prestigious 2025 EBU Technology & Innovation Award in Groundbreaking Collaboration with Dalet

France T l visions, France's leading broadcaster, has received the 2025 EBU ...

15/09/2025

Get to Know This Fall's Filmmakers Through These 27 Sundance Institute-Supported Titles

Steve Zahn, Winona Ryder, Ethan Hawke, and Janeane Garofalo star in Ben Stiller&...

15/09/2025

aespa and Spotify Invite Fans to Unlock Their Inner Rich Man' With an Immersive MY VAULT Experience

Global K-Pop sensation aespa is redefining what it means to be rich with the r...

15/09/2025

Spotify's Free Experience Is Even Better-Here's How to Make the Most of It

Every day, millions of people around the world turn to Spotify to enjoy the audi...

15/09/2025

Brembo SGL Carbon Ceramic Brakes (BSCCB) successfully expands production capacity by 50% in Germany and Italy to meet rising demand

After months of intensive planning and implementation, Brembo SGL Carbon Ceramic...

15/09/2025

L3Harris Receives Multi-Year Javelin Solid Rocket Motor Contract

A U.S. Marine launches a Javelin shoulder-fired anti-tank missile during a training exercise. (Photo credit: U.S. Marine Corps)...

15/09/2025

TV Tech Unveils Best of Show Winners at IBC 2025

AMSTERDAM TV Tech has named its Best of Show Awards winners for IBC2025, which wraps up today. Entrants were judged by a panel of industry experts on the criter...

15/09/2025

SES SCORE Surpasses 600,000 of Transmission Hours, Delivering 900 Hours of Major Sports Content Daily

Unique sports content orchestration platform builds momentum among SES's cus...

15/09/2025

The Great Flood' Teaser Trailer Previews A Gripping Struggle for Survival

Back to All News The Great Flood' Teaser Trailer Previews A Gripping Struggle for Survival Entertainment 15 September 2025 GlobalSouth Korea Link copi...

15/09/2025

From Hardship to Hope: Typhoon Family' Presents a Tale of Youth, Crisis, and Resilience on October 11

Back to All News From Hardship to Hope: Typhoon Family' Presents a Tale of...

15/09/2025

Gloom Goes Global as Wednesday's' The Doom Tour Hits Five Continents for Season 2

Back to All News Gloom Goes Global as Wednesday's' The Doom Tour Hit...

15/09/2025

New study reveals overwhelming support for a more sustainable future

-- Opens door to growth in renewable energy New Delhi, India - 15th September -- Global business and industry leaders from around the world are joining technol...

14/09/2025

AMWA and EBU Form JT-DMF Joint Task Force on Dynamic Medi...

Partnership to address business and technical challenges of DMF adoption he Advanced Media Workflow Association (AMWA) and the European Broadcasting Union (EBU...

14/09/2025

Mantis' Trailer Previews High-Stakes Rivalries to Be No. 1 Contract Killer - Premieres September 26

Back to All News Mantis' Trailer Previews High-Stakes Rivalries to Be No. ...

13/09/2025

Cox Media Group's Misti Turnbull Inducted into the NATAS Silver Circle

ATLANTA Cox Media Group has announced that the company's vice president of news, Misty Turnbull has been inducted into the National Academy of Television Ar...

13/09/2025

Shotoku Debuts Swoop Cranes for Studio Robotics at IBC2025

AMSTERDAM Shotoku Broadcast Systems, a major developer of robotic systems, has announced plans to take studio robotics to the next level at IBC2025 by debuting ...

13/09/2025

Riedel Unveils Ultra-Light Bolero Mini Wireless Intercom...

At IBC2025 in Amsterdam, Riedel Communications unveiled Bolero Mini, the company's lightest and flattest wireless intercom beltpack to date. Designed to del...

13/09/2025

Shotoku Takes Studio Robotics to New Heights with IBC Deb...

Shotoku Broadcast Systems, the international developer of dependable, userfriendly robotic systems, is taking studio robotics to the next level at IBC 2025 with...

13/09/2025

The Bitmovin Video Developer Report 2025-26 Reveals Cost...

Bitmovin, a leading provider of video streaming solutions, today released the 9th annual Video Developer Report 2025/26, offering an in-depth look at the evolvi...

13/09/2025

Bitmovin and StreamShark Partner to Deliver High Quality...

Bitmovin, the leading provider of video streaming solutions, today announced a strategic partnership with StreamShark, the trusted video platform for enterprise...

13/09/2025

Ikegami Announces VFE-P711AD 7-inch OLED Multiformat On-C...

Ikegami has chosen IBC 2025 in Amsterdam as the launch venue for a major addition to its range of viewfinders. The new VFE-P711AD is a 7-inch high resolution OL...

13/09/2025

KitBash3D and Greyscalegorilla Announce Merger

Founder-led Merger to Fast Track R&D, Asset Library Upgrades, Tools and More; No Disruption to Pricing or Support for Users Today, KitBash3D, a pioneer in 3D a...

13/09/2025

Mavis Puts Itself at the Heart of Mobile Production

With NDI certification, Atomos integration, Grass Valley collaboration, and a new Monitor app, at this year's IBC, Mavis is showcasing a series of powerful...

13/09/2025

Creamsource Expands Vortex Family with Vortex24 Soft

Creamsource, maker of artisan LED lighting for film and television, has unveiled the Vortex24 Soft (V24S), a 1950W native soft light and the largest soft source...

13/09/2025

DAZN streams 2025 FIFA Club World Cup to billions of fans...

When international sports streaming service DAZN secured the global rights to the 2025 FIFA Club World Cup football tournament, it set out to deliver an unmatch...

13/09/2025

Riedel Communications Acquires hi human interface

Riedel Communications today announced the acquisition of hi human interface from Broadcast Solutions, bringing a powerful, vendor-agnostic control system to it...

13/09/2025

RTW chooses Calrec as technology partner for its AI ready...

Building on its long-term relationship with audio metering specialist RTW, Calrec has integrated the company's brand new TMxCore metering platform across it...

13/09/2025

Calrec unveils 48 fader Argo M at IBC2025 and demonstrate...

Calrec is expanding its family of future-ready self-contained Argo M control surfaces at IBC2025, with the addition of a brand new powerful 48-fader console. Co...

13/09/2025

Reaching Across the Isles: UK-LLM Brings AI to UK Languages With NVIDIA Nemotron

Celtic languages - including Cornish, Irish, Scottish Gaelic and Welsh - are the U.K.'s oldest living languages. To empower their speakers, the UK-LLM sover...

13/09/2025

SKY Perfect Modernizes Playout-to-Delivery with Harmonic

Harmonic's Software-Based XOS Advanced Media Processor Provides Unparalleled Efficiency and Unlocks New Business Models SAN JOSE, Calif. - Sept. 13, 2025 -...

13/09/2025

September 11, 2025

Researchers find brain region that fuels compulsive drinking Study by Scripps Research scientists shows how the brain learns to seek alcohol for relief, not jus...

12/09/2025

College Football Kickoff 2025: Fox Sports Ups Look as Canon, Sony Power Shallow Focus Coverage

College Football Kickoff 2025: Fox Sports Ups Look as Canon, Sony Power Shallow ...

12/09/2025

ABC/ESPN Excited For WNBA Postseason Coverage In Revamped Format

ABC/ESPN Excited For WNBA Postseason Coverage In Revamped FormatThe Finals moves to a best-of-seven series in 2025By Mark J Burns, SVG Contributor Friday, Sep...

12/09/2025

Rabbit Trap Pulsates With Folklore Dread

(L-R) Jade Croot, Rosy McEwen, and Bryn Chainey attend the 2025 Sundance Film Festival premiere of Rabbit Trap at Eccles Theatre on January 24, 2025, in Park ...

12/09/2025

Spotify's The Drop Weekly' Brings You the Week in New Releases, Straight From Our Editors

For fans, we know how important it is to stay plugged into music culture and dis...

12/09/2025

Agama and Consult Red announce RDK Accelerator integration

Link ping, Sweden and Shipley, United Kingdom, September 12, 2025 - Agama, the expert in video observability and analytics for service quality and customer expe...

12/09/2025

IBC2025 Opens for Business

IBC2025 began on Sept. 12, with exhibits and conferences running through Sept. 15 at the RAI Amsterdam Convention Center. Explore the full TV Tech coverage of t...

12/09/2025

The Best Fictional Bands (and the Artists Who Make Them Great)

The Best Fictional Bands (and the Artists Who Make Them Great) With Spinal Tap II: The End Continues hitting theaters and songs from KPop Demon Hunters ruling...

12/09/2025

Tom Baldassare Joins Advanced Systems Group

Industry veteran Tom Baldassare has joined Advanced Systems Group, LLC (ASG), a technology and services provider for media creatives and content owners, as a Se...

12/09/2025

Maxon Unveils a Brand New Look for its Growing Family of...

Maxon, maker of powerful, approachable software solutions for creators working in 2D and 3D design, motion graphics, visual effects, and more, today announced a...

12/09/2025

PlayBox Neo US Partners with AI-Media to Deliver Scalable...

PlayBox Neo, a leading provider of media playout solutions, has partnered with AI-Media, pioneering developers of AI-powered captioning technology, to integrate...

12/09/2025

Dalet Unveils Agentic AI Media Workflows at IBC2025

Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...

12/09/2025

Keepit and Ingram Micro launch strategic sales agreement...

New alliance strengthens the IT channel in Germany and Switzerland in protecting business-critical SaaS data. Keepit, the world s only independent, cloud-nativ...

12/09/2025

Mediaset selects Fincons Group AllRights to evolve rights...

Fincons Group, an international IT business consultancy and systems integrator company with more than 40 years of experience in the market, is proud to announce...

12/09/2025

EVS Acquires XD motion

Following its acquisition of Telemetrics, EVS continues its push into robotics with an announcement at IBC2025 that it is acquiring XD motion....

12/09/2025

Televisa Executive Joins NABA Board

TORONTO The North American Broadcasters Association (NABA) has announced the appointment of Eduardo Ruiz Sanchez, deputy director, broadcast operations at Telev...

12/09/2025

Ed Miller, Former SBE President, Has Died

Ed Miller, a longtime broadcast engineer in Ohio and a former national president of the Society of Broadcast Engineers, has died....