Mile-High AI: NVIDIA Research to Present Advancements in Simulation and Gen AI at SIGGRAPH
Aaron Lefohn July 12, 2024
0 Comments
In Denver, NVIDIA researchers will share how simulation research is improving AI models - and how AI models are improving simulation technology.
NVIDIA is taking an array of advancements in rendering, simulation and generative AI to SIGGRAPH 2024, the premier computer graphics conference, which will take place July 28 Aug. 1 in Denver.
More than 20 papers from NVIDIA Research introduce innovations advancing synthetic data generators and inverse rendering tools that can help train next-generation models. NVIDIA's AI research is making simulation better by boosting image quality and unlocking new ways to create 3D representations of real or imagined worlds.
The papers focus on diffusion models for visual generative AI, physics-based simulation and increasingly realistic AI-powered rendering. They include two technical Best Paper Award winners and collaborations with universities across the U.S., Canada, China, Israel and Japan as well as researchers at companies including Adobe and Roblox.
These initiatives will help create tools that developers and businesses can use to generate complex virtual objects, characters and environments. Synthetic data generation can then be harnessed to tell powerful visual stories, aid scientists' understanding of natural phenomena or assist in simulation-based training of robots and autonomous vehicles.
Some contents or functionalities here are not available due to your cookie preferences!
This happens because the functionality/content marked as Vimeo framework uses cookies that you choosed to keep disabled. In order to view this content or use this functionality, please enable cookies: click here to open your cookie preferences.
Diffusion Models Improve Texture Painting, Text-to-Image Generation Diffusion models, a popular tool for transforming text prompts into images, can help artists, designers and other creators rapidly generate visuals for storyboards or production, reducing the time it takes to bring ideas to life.
Two NVIDIA-authored papers are advancing the capabilities of these generative AI models.
ConsiStory, a collaboration between researchers at NVIDIA and Tel Aviv University, makes it easier to generate multiple images with a consistent main character - an essential capability for storytelling use cases such as illustrating a comic strip or developing a storyboard. The researchers' approach introduces a technique called subject-driven shared attention, which reduces the time it takes to generate consistent imagery from 13 minutes to around 30 seconds.
NVIDIA researchers last year won the Best in Show award at SIGGRAPH's Real-Time Live event for AI models that turn text or image prompts into custom textured materials. This year, they're presenting a paper that applies 2D generative diffusion models to interactive texture painting on 3D meshes, enabling artists to paint in real time with complex textures based on any reference image.
Kick-Starting Developments in Physics-Based Simulation Graphics researchers are narrowing the gap between physical objects and their virtual representations with physics-based simulation - a range of techniques to make digital objects and characters move the same way they would in the real world.
Several NVIDIA Research papers feature breakthroughs in the field, including SuperPADL, a project that tackles the challenge of simulating complex human motions based on text prompts.
Some contents or functionalities here are not available due to your cookie preferences!
This happens because the functionality/content marked as Vimeo framework uses cookies that you choosed to keep disabled. In order to view this content or use this functionality, please enable cookies: click here to open your cookie preferences.
Using a combination of reinforcement learning and supervised learning, the researchers demonstrated how the SuperPADL framework can be trained to reproduce the motion of more than 5,000 skills - and can run in real time on a consumer-grade NVIDIA GPU.
Another NVIDIA paper features a neural physics method that applies AI to learn how objects - whether represented as a 3D mesh, a NeRF or a solid object generated by a text-to-3D model - would behave as they are moved in an environment.
A paper written in collaboration with Carnegie Mellon University researchers develops a new kind of renderer - one that, instead of modeling physical light, can perform thermal analysis, electrostatics and fluid mechanics. Named one of five best papers at SIGGRAPH, the method is easy to parallelize and doesn't require cumbersome model cleanup, offering new opportunities for speeding up engineering design cycles.
Additional simulation papers introduce a more efficient technique for modeling hair strands and a pipeline that accelerates fluid simulation by 10x.
Raising the Bar for Rendering Realism, Diffraction Simulation Another set of NVIDIA-authored papers present new techniques to model visible light up to 25x faster and simulate diffraction effects - such as those used in radar simulation for training self-driving cars - up to 1,000x faster.
A paper by NVIDIA and University of Waterloo researchers tackles free-space diffraction, an optical phenomenon where light spreads out or bends around the edges of objects. The team's method can integrate with path-tracing workflows to increase the efficiency of simulating diffraction in complex scenes, offering up to 1,000x acceleration. Beyond rendering visible light, the model could also be used to simulate the longer wavelengths of radar, sound or radio waves.
Path tracing samples numerous paths - multi-bounce light rays traveling through a scene - to create a photorealistic picture. Two SIGGRAPH papers imp
Most recent headlines
11/12/2025
Dalet, a leading provider of cloud-native, end-to-end media workflow solutions, ...
20/11/2025
CINCINNATI Oklahoma Community Television (OCT) has selected GatesAir and Triveni Digital as key technology partners in an ATSC 3.0 deployment that establishes a...
20/11/2025
WASHINGTON The Federal Communications Commission has opened a wide-ranging inquiry into the relations between broadcast networks and their affiliates that could...
20/11/2025
NEW YORK Ad spend in the creator economy has more than doubled since 2021 from $13.9B to $29.5B in 2024 and that amount is projected to reach $37 billion in 202...
20/11/2025
Graduate Spotlight: Krysta Mirsik DePuy The educator from Hackettstown, New Jersey, shares how it took her 11 years to find the right graduate program for her...
20/11/2025
LONDON The winners of the Rise Awards 2025, which recognize women and companies whose achievements have stood out in the media technology industry, have been an...
20/11/2025
SANTA MONICA & NEW YORK Lionsgate's Worldwide Television Distribution Group and Debmar-Mercury have launched MovieSphere Gold in more than 30 million homes....
20/11/2025
ALAMEDA, Calif. Clear-Com has introduced its four-channel HelixNet beltpack, a next-generation advancement of its widely used two-channel model, and anticipates...
20/11/2025
NEW PROVIDENCE, N.J. Streaming technology and services provider Kiswe has launched Kiswe Core, a next-generation cloud-based platform designed to simplify the s...
20/11/2025
MOUNTAIN VIEW, Calif. Dolby Laboratories has signed on as an official signature partner of the Bay Area Host Committee (BAHC) for the 2026 Super Bowl and the we...
20/11/2025
STUTTGART, Germany 3 Screen Solutions (3SS) has announced that the Canadian multiservice operator Telus has launched its Telus TV+ entertainment platform on Sam...
20/11/2025
Major League Baseball has announced deals with ESPN, NBCUniversal and Netflix covering 2026-2028 that make ESPN the exclusive distributor for MLB.TV, put regula...
20/11/2025
Berklee Presents Holiday Extravaganza: Duke Ellingtons The Nutcracker Suite and ...
20/11/2025
It's the Late Late Toy Show BIG BIG Ticket Giveaway day!
It's the Late ...
20/11/2025
Editor's note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows u...
20/11/2025
The How To Gael pocast gals, comedian Chris Kent and quizzer Darragh Ennis drop by for the fifth episode of The 2 Johnnies Late Night Lock In
In the penultimat...
20/11/2025
Tonight on RT Prime Time, Marie Crowe on how a Reading School changed her son&#...
20/11/2025
The NVIDIA Blackwell RTX upgrade is nearing the finish line, letting GeForce NOW Ultimate members across the globe experience true next-generation cloud gaming ...
20/11/2025
Tanya Berger-Wolf's first computational biology project started as a bet wit...
19/11/2025
Sphere Sound Kicks Up Its Heels at Radio City Music HallUltra-immersive system from the singular Las Vegas venue is also ready for sportsBy Dan Daley, Audio Edi...
19/11/2025
The Future of Stadium and Arena Video Control Rooms: Tech Leaders Talk 4K, IP, a...
19/11/2025
One Year at Intuit Dome: Walking Through the Stunning Arena's Advanced Video...
19/11/2025
SVG Sit-Down: IMG's Francois Westcombe Goes Inside IMG's Annual Digital ...
19/11/2025
Inside Brighton & Hove Albion's fan-first media machine By George Bevir
Tuesday, November 18, 2025 - 10:10
Print This Story
Brighton & Hove Albion'...
19/11/2025
Rock Chalk Rebuild, Part 1: Kansas Athletics Brings New Production Power to Rebu...
19/11/2025
Rock Chalk Rebuild, Part 2: A Pro's Guide to Kansas Athletics' New Video...
19/11/2025
MLB Media Rights Shakeup: NBC Inks Three-Year Deal for Sunday Night Baseball, Pe...
19/11/2025
Rohan Parashuram Kanawade attends the premiere of Sabar Bonda (Cactus Pears) at the 2025 Sundance Film Festival at Egyptian Theatre on January 26, 2025, in Pa...
19/11/2025
Awards season is heating up, and the International Documentary Association just ...
19/11/2025
Aerojet Rocketdyne President Ken Bedingfield and Arkansas Gov. Sarah Huckabee Sanders were joined by state and local officials to celebrate the groundbreaking o...
19/11/2025
L3Harris and PentenAmio formalise their teaming agreement at MilCIS 2025, streng...
19/11/2025
Calrec gives Phoenix Broadcast Solutions its full support in strategic multi-year enterprise partnership New Singapore OB company invests in Calrec technology f...
19/11/2025
October brings a larger audience in front of TV screens. The cooler autumn weather and the continuation of new programming schedules brought increases in both t...
19/11/2025
IRVING, Texas Nexstar Media Group and Tegna filed applications on Nov. 18 with the Federal Communications Commission (FCC) seeking its consent to transfer broad...
19/11/2025
Vitec has acquired Datapath, a developer of real-time video processing for large-scale video walls, AVoIP content distribution and KVM control in mission-critic...
19/11/2025
NEVADA CITY, Calif. Telestream has introduced ARGUS Version 2.3, which introduces Live Look, a feature that lets operators inspect live and on-demand streams vi...
19/11/2025
STAMFORD, Conn. and NEW YORK Charter Communications, Inc. has announced a major deal with Amazon Web Services (AWS) that establishes AWS as one of Charters stra...
19/11/2025
TOKYO Atomos has announced a major firmware update that brings integrated camera control to the Ninja TX GO and Ninja TX its new CFexpress-based monitor-recor...
19/11/2025
Berklee's Signature Series Reimagines the Musical and Visual Artistry of Col...
19/11/2025
PlayBox Neo departed the NAB Show New York 2025 on a high note. The company's all-new PlayBox Neo Suite made a splash on the show floor, drawing strong inte...
19/11/2025
AAVBR (American Audio Visual Baton Rouge), a leading full-service event production company serving Louisiana and the Gulf Coast region, has enhanced its product...
19/11/2025
In its mission to deliver live event services combining advanced engineering with a creative approach to captivating live sports and entertainment experiences, ...
19/11/2025
NEW YORK Short-form vertical video has exploded across platforms like TikTok, Instagram and YouTube, but a new survey commissioned by Media.net, a provider of c...
19/11/2025
NEW YORK YES Network, the regional sports network home of the New York Yankees and Brooklyn Nets, and CAMB.AI have struck a partnership they said will leverage ...
19/11/2025
WASHINGTON The Federal Communications Commission has issued detailed guidance on filings that were disrupted by the government shutdown. While many of those fil...
19/11/2025
NEW YORK The popularity of NFL games is largely responsible for continued seasonal momentum in TV viewership into October (measured Sept. 29-Oct. 26), according...
19/11/2025
DirecTV has announced that its MyFree DirecTV streaming service has added seven new channels. Those include four sports services, NBA FAST, Red Bull TV, DAZN Ri...
19/11/2025
SURREY, U.K. Mark Roberts Motion Control (MRMC) has launched Flair Bridge, a compact device that transforms how operators control the company's motion-contr...
19/11/2025
WASHINGTON The Federal Communications Commission, which is continuing to rapidly ramp up its operations after the end of the federal government shutdown, has se...
Mile-High AI: NVIDIA Research to Present Advancements in Simulation and Gen AI at SIGGRAPH 
