Isha Salian – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-10-28T19:12:50Z http://www.open-lab.net/blog/feed/ Isha Salian <![CDATA[AI Nails It: Viral Manicure Robot Powered by GPU-Accelerated Computer Vision]]> http://www.open-lab.net/blog/?p=32624 2022-08-21T23:51:54Z 2021-06-07T17:31:34Z San Francisco startup Clockwork recently launched a pop-up location offering the first robot nail painting service in the form of 10-minute...]]>

San Francisco startup Clockwork recently launched a pop-up location offering the first robot nail painting service in the form of 10-minute “minicures.” The robot uses structured-light 3D scanners to detect the shape of a customer’s fingernails — with AI models directing a plastic-tipped cartridge that paints nails one at a time. Appointments don’t yet include other manicure services such as…

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Isha Salian <![CDATA[Researchers Harness GANs for Super-Resolution of Space Simulations]]> http://www.open-lab.net/blog/?p=32338 2023-01-13T17:35:58Z 2021-05-29T00:00:00Z Astrophysics researchers have long faced a tradeoff when simulating space�� simulations could be either high-resolution or cover a large swath of the universe....]]>

Astrophysics researchers have long faced a tradeoff when simulating space— simulations could be either high-resolution or cover a large swath of the universe. With the help of generative adversarial networks, they can accomplish both at once. Carnegie Mellon University and University of California researchers developed a deep learning model that upgrades cosmological simulations from low to high…

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Isha Salian <![CDATA[AI of Earthshaking Magnitude: DeepShake Predicts Quake Intensity]]> http://www.open-lab.net/blog/?p=32296 2022-08-21T23:51:45Z 2021-05-27T22:16:43Z In a major earthquake, even a few seconds of advance warning can help people prepare �� so Stanford University researchers have turned to deep learning to...]]>

In a major earthquake, even a few seconds of advance warning can help people prepare — so Stanford University researchers have turned to deep learning to predict strong shaking and issue early alerts. DeepShake, a spatiotemporal neural network trained on seismic recordings from around 30,000 earthquakes, analyzes seismic signals in real time. By observing the earliest detected waves from an…

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Isha Salian <![CDATA[Deep Learning Helps Demystify Authorship of a Dead Sea Scroll]]> http://www.open-lab.net/blog/?p=31796 2022-08-21T23:51:42Z 2021-05-19T16:43:00Z Researchers from the Netherlands�� University of Groningen have used AI to reveal that the Great Isaiah Scroll �� the only entirely preserved volume from the...]]>

Researchers from the Netherlands’ University of Groningen have used AI to reveal that the Great Isaiah Scroll — the only entirely preserved volume from the original Dead Sea Scrolls — was likely copied by two scribes who wrote in a similar style. While most scholars long believed the Isaiah Scroll’s 17 sheets of parchment were copied by a single scribe around the second century BCE…

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Isha Salian <![CDATA[BMW Brings Together Art, Artificial Intelligence for Virtual Installation Using NVIDIA StyleGAN]]> http://www.open-lab.net/blog/?p=31320 2023-01-13T17:36:05Z 2021-05-05T16:00:00Z BMW today unveiled a virtual art installation that projects AI-generated artwork onto a virtual rendition of the automaker��s 8 Series Gran Coupe.? Dubbed...]]>

BMW today unveiled a virtual art installation that projects AI-generated artwork onto a virtual rendition of the automaker’s 8 Series Gran Coupe. Dubbed “The Ultimate AI Masterpiece,” the installation harnessed NVIDIA StyleGAN — a generative model for high-resolution images — to create original artwork projection-mapped onto the virtual vehicle. The project debuts in conjunction with the…

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Isha Salian <![CDATA[GAN for All Seasons: AI-Generated Art Accompanies Pandemic Poetry in The Washington Post]]> http://www.open-lab.net/blog/?p=31072 2022-11-23T22:01:33Z 2021-05-03T16:38:00Z A recent National Poetry Month feature in The Washington Post presented AI-generated artwork alongside five original poems reflecting on seasons of the past...]]>

A recent National Poetry Month feature in The Washington Post presented AI-generated artwork alongside five original poems reflecting on seasons of the past year. Created by the Lede Lab — an experimental news team at The Post dedicated to exploring emerging technologies and new storytelling techniques — the artwork combined the output of machine learning models including NVIDIA StyleGAN2.

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Isha Salian <![CDATA[Inception Spotlight: Assaia AI Ready for Takeoff at Kentucky Airport]]> http://www.open-lab.net/blog/?p=31261 2023-04-06T03:09:12Z 2021-04-30T18:02:40Z Switzerland-based Assaia International AG, an NVIDIA Metropolis partner and member of the NVIDIA Inception acceleration platform for AI startups, is deploying a...]]>

Switzerland-based Assaia International AG, an NVIDIA Metropolis partner and member of the NVIDIA Inception acceleration platform for AI startups, is deploying a deep learning solution at Cincinnati/Northern Kentucky International Airport (CVG) to help airport employees monitor the turnaround time between flights. The Turnaround Control tool will help the airport work with its airline partners…

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Isha Salian <![CDATA[FlavorGraph Serves Up Food Pairings with AI, Molecular Science]]> http://www.open-lab.net/blog/?p=30977 2024-10-28T19:12:50Z 2021-04-22T16:14:43Z It��s not just gourmet chefs who can discover new flavor combinations�� a new ingredient mapping tool by Sony AI and Korea University uses molecular science...]]>

It’s not just gourmet chefs who can discover new flavor combinations— a new ingredient mapping tool by Sony AI and Korea University uses molecular science and recipe data to predict how two ingredients will pair together and suggest new mash-ups. Dubbed FlavorGraph, the graph embedding model was trained on a million recipes and chemical structure data from more than 1,500 flavor molecules.

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Isha Salian <![CDATA[Deep Learning Classifies Largest-Ever Catalog of Distant Galaxies]]> http://www.open-lab.net/blog/?p=30875 2023-03-22T01:11:49Z 2021-04-16T19:24:38Z University of Pennsylvania researchers have used convolutional neural networks to catalog the morphology of 27 million galaxies, giving astronomers a massive...]]>

University of Pennsylvania researchers have used convolutional neural networks to catalog the morphology of 27 million galaxies, giving astronomers a massive dataset for studying the evolution of the universe. “Galaxy morphology is one of the key aspects of galaxy evolution,” said study author Helena Domínguez Sánchez, former postdoc at Penn. “The shape and structure of galaxies has a lot of…

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Isha Salian <![CDATA[Destination Earth: Supercomputer Simulation to Support Europe��s Climate-Neutral Goals]]> http://www.open-lab.net/blog/?p=29924 2022-08-21T23:51:18Z 2021-04-03T00:10:00Z To support its efforts to become climate neutral by 2050, the European Union has launched a Destination Earth initiative to build a detailed digital simulation...]]>

To support its efforts to become climate neutral by 2050, the European Union has launched a Destination Earth initiative to build a detailed digital simulation of the planet that will help scientists map climate development and extreme weather events with high accuracy. The decade-long project will create a digital twin of the Earth, rendered at one-kilometer scale and based on continuously…

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Isha Salian <![CDATA[German Researchers Develop Early Warning AI for Self-Driving Systems]]> http://www.open-lab.net/blog/?p=29833 2022-08-21T23:51:18Z 2021-04-02T00:11:52Z Self-driving cars can run into critical situations where a human driver must retake control for safety reasons. Researchers from the Technical University of...]]>

Self-driving cars can run into critical situations where a human driver must retake control for safety reasons. Researchers from the Technical University of Munich have developed an AI early warning system that can give human drivers a seven-second heads-up about these critical driving scenarios. Studied in cooperation with the BMW Group, the AI system learned from 2,500…

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Isha Salian <![CDATA[NIH, NVIDIA Use AI to Trace COVID-19 Disease Progression in Chest CT Images]]> https://news.www.open-lab.net/?p=19968 2022-08-21T23:51:16Z 2021-03-25T10:01:00Z Researchers from the U.S. National Institutes of Health have collaborated with NVIDIA experts on an AI-accelerated method to monitor COVID-19 disease severity...]]>

Researchers from the U.S. National Institutes of Health have collaborated with NVIDIA experts on an AI-accelerated method to monitor COVID-19 disease severity over time from patient chest CT scans. Published today in Scientific Reports, this work studied the progression of lung opacities in chest CT images of COVID patients, and extracted insights about the temporal relationships between CT…

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Isha Salian <![CDATA[Researchers Take Steps Towards Autonomous AI-Powered Exoskeleton Legs]]> https://news.www.open-lab.net/?p=19900 2022-09-19T08:32:37Z 2021-03-22T19:41:51Z University of Waterloo researchers are using deep learning and computer vision to develop autonomous exoskeleton legs to help users walk, climb stairs, and...]]>

University of Waterloo researchers are using deep learning and computer vision to develop autonomous exoskeleton legs to help users walk, climb stairs, and avoid obstacles. The ExoNet project, described in an early-access paper on “Frontiers in Robotics and AI“, fits users with wearable cameras. AI software processes the camera’s video stream, and is being trained to recognize surrounding…

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Isha Salian <![CDATA[Antarctic Observatory Data, Ray Tracing Advance Astrophysics Research]]> https://news.www.open-lab.net/?p=19823 2022-08-21T23:51:10Z 2021-03-16T19:32:52Z Scientists from the Wisconsin IceCube Particle Astrophysics Center are using ray tracing on NVIDIA GPUs to accelerate simulations of subatomic particles by...]]>

Scientists from the Wisconsin IceCube Particle Astrophysics Center are using ray tracing on NVIDIA GPUs to accelerate simulations of subatomic particles by hundreds of times. Using NVIDIA RTX GPUs in a subsystem of the Texas Advanced Computing Center’s Frontera supercomputer, the researchers can calculate the path of light as it travels through a one cubic kilometer block of ice at Antarctica’…

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Isha Salian <![CDATA[MIT Researchers Use Deep Learning to Develop Real-Time 3D Holograms]]> https://news.www.open-lab.net/?p=19614 2022-08-21T23:40:33Z 2021-03-12T20:29:50Z Computer-generated holograms powered by deep learning could make real-time 3D holography feasible on laptops and smartphones, an advancement with potential...]]>

Computer-generated holograms powered by deep learning could make real-time 3D holography feasible on laptops and smartphones, an advancement with potential applications in fields including virtual reality, microscopy, and 3D printing. Published this week in Nature, an MIT study outlines a novel approach called tensor holography, where researchers trained and optimized a convolutional neural…

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Isha Salian <![CDATA[Facebook Self-Supervised AI Outperforms State-of-the-Art Computer Vision Models]]> https://news.www.open-lab.net/?p=19487 2022-08-21T23:51:07Z 2021-03-05T22:06:31Z Facebook AI researchers this week announced SEER, a self-supervised model that surpasses the best self-supervised systems, and also outperforms supervised...]]>

Facebook AI researchers this week announced SEER, a self-supervised model that surpasses the best self-supervised systems, and also outperforms supervised models on tasks including image classification, object detection, and segmentation. Combining RegNet architectures with the SwAV online clustering approach, SEER is a billion-parameter model pretrained on a billion random images.

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Isha Salian <![CDATA[Supercomputing Demystifies How Metals Crystallize at Atomic Scale]]> https://news.www.open-lab.net/?p=19483 2023-03-14T19:31:55Z 2021-03-04T23:34:03Z Simulations by Lawrence Livermore National Laboratory researchers have uncovered a new mechanism for freezing in metals, advancing scientists�� understanding...]]>

Simulations by Lawrence Livermore National Laboratory researchers have uncovered a new mechanism for freezing in metals, advancing scientists’ understanding of nucleation, the process of gases or liquids cooling into crystalline solids. Run on 256 NVIDIA Tensor Core GPUs on the Lassen supercomputer, the simulations modeled how heated copper solidifies, providing atomic-scale insights into the…

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Isha Salian <![CDATA[Retracing AI��s Steps: Go-Explore Algorithms Solve Trickiest Atari Games]]> https://news.www.open-lab.net/?p=19429 2022-08-21T23:40:27Z 2021-02-26T19:17:02Z A team of Uber AI researchers has achieved record high scores and beaten previously unsolved Atari games with algorithms that remember and build off their past...]]>

A team of Uber AI researchers has achieved record high scores and beaten previously unsolved Atari games with algorithms that remember and build off their past successes. Highlighted this week in Nature, the Go-Explore family of algorithms to address limitations of traditional reinforcement learning algorithms, which struggle with complex games that provide sparse or deceptive feedback.

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Isha Salian <![CDATA[Dancing DNA Revealed in High-Res HPC Simulations]]> https://news.www.open-lab.net/?p=19356 2022-08-21T23:51:06Z 2021-02-24T23:02:20Z Using the highest-resolution images of a single DNA molecule captured to date, researchers in the U.K. discovered that coiled strands of genetic material twist...]]>

Using the highest-resolution images of a single DNA molecule captured to date, researchers in the U.K. discovered that coiled strands of genetic material twist and writhe while crammed in a cell. This previously unobserved movement was simulated on GPU-based systems including JADE, a University of Oxford supercomputer made up of NVIDIA DGX systems. Published in Nature Communications…

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