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How NVIDIA Uses Artificial Intelligence

86 engineering articles about Artificial Intelligence from NVIDIA's engineering team

Articles

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High‑quality 3D medical imaging data is the foundation of modern radiology AI, but access to it is often constrained by data scarcity, privacy restrictions…
Can Zhao
9 min read
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The article discusses the enhancements in NVIDIA cuBLAS 12. 9, focusing on its optimizations for matrix multiplication, particularly for AI and scientific computing applications.
Babak Hejazi
7 min read
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NVIDIA is advancing quantum computing through partnerships that integrate AI supercomputing with quantum hardware, aiming to overcome current technological challenges.
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A group of Australian scientists is utilizing an AI-powered edge computing platform to monitor the health of Antarctic moss beds, which play a crucial role in the ecosystem and climate regulation.
Melody Tu
5 min read
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The article discusses the development and deployment of real-time neural receivers (NRX) in 5G New Radio (5G NR) systems, highlighting their potential to enhance wireless communication through AI-d...
Sebastian Cammerer
10 min read
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The article discusses the Mistral NeMo 12B model, a next-generation language model developed by NVIDIA and Mistral, designed for high performance on a single GPU.
Anjali Shah
6 min read
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The article discusses the impact of climate change on natural disasters, highlighting the devastating floods in Lismore, Australia, and the urgent need for innovative climate tech solutions.
Kristen Perez
4 min read
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The article discusses the rising threat of identity-based attacks, particularly phishing, and how Generative AI and Large Language Models (LLMs) are transforming cybersecurity.
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The article discusses how the NVIDIA RAPIDS Accelerator for Apache Spark can significantly enhance the performance and cost-effectiveness of extract-transform-load (ETL) processes, particularly for...
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The article discusses the use of NVIDIA BioNeMo Service for building generative AI pipelines aimed at drug discovery.
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The article discusses a personal journey from neuroscience to a career in cybersecurity, highlighting the intersection of data science and AI within this field.
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The article discusses the importance of explainability in machine learning models, particularly through the use of SHAP (SHapley Additive Explanations) and its GPU-accelerated variant, GPUTreeShap.
Parul Pandey
14 min read
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A new study led by MIT researchers demonstrates how AI can analyze breathing patterns during sleep to detect Parkinson's disease.
Michelle Horton
4 min read
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The article discusses the importance of multidimensional image processing for enhanced image analysis, particularly in fields like medical imaging and remote sensing.
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The article discusses the efforts to democratize AI, particularly in computer vision and conversational AI, within Kenya.
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The article discusses the essential considerations for choosing a server optimized for deep learning training, focusing on the computational requirements and component configurations necessary for ...
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This article serves as a beginner-friendly guide to computer vision, explaining its significance, applications, and the relationship with AI.
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The article discusses the European Union's Artificial Intelligence Act and its implications for high-risk AI systems, particularly in credit risk management.
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NVIDIA has collaborated with iD Tech to launch a new certification program focused on AI and Machine Learning using the NVIDIA Jetson Nano.
Chelsea Pettigrew
2 min read
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The article emphasizes the importance of writing as a crucial skill for Data Scientists and Machine Learning practitioners, highlighting various writing forms such as short-form content, emails, bl...
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The article emphasizes the importance of writing for Data Scientists, highlighting how it cultivates critical soft skills such as communication and critical thinking.
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The article discusses NVIDIA's vision for achieving multi-Million-X speedups in computational performance, which could significantly enhance data-intensive research across various fields.
Joseph Chandler
6 min read
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A new study leverages deep learning to identify disease-carrying tiger mosquitoes with high accuracy, utilizing images submitted by citizen scientists through the Mosquito Alert app.
Michelle Horton
3 min read
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The article discusses the recognition of five NVIDIA Inception partners as finalists in the 2020-2021 Artificial Intelligence Tech Sprint hosted by the Department of Veterans Affairs.
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The article discusses the use of AI to enhance breast cancer detection in ultrasound imaging, addressing the limitations of traditional methods like mammography.
Farah E. Shamout
5 min read
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The article features Antti Honkela, an Associate Professor at the University of Helsinki, who specializes in applying machine learning techniques to ensure privacy in data handling.
Brad Nemire
6 min read
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Astrophysics researchers have developed a deep learning model using Generative Adversarial Networks (GANs) to enhance cosmological simulations from low to high resolution, enabling the creation of ...
Isha Salian
3 min read
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The article discusses the challenges of securing AI/ML deployments against adversarial attacks and introduces MintNV, an educational exercise designed to help cybersecurity professionals and data s...
Nathan Schwartz
2 min read
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The article features Marco Aldinucci, a Full Professor at the University of Torino, who is at the forefront of research integrating High-Performance Computing (HPC) and Artificial Intelligence (AI)...
Brad Nemire
7 min read
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BMW has launched a virtual art installation titled 'The Ultimate AI Masterpiece,' which utilizes NVIDIA StyleGAN to project AI-generated artwork onto a virtual 8 Series Gran Coupe.
Isha Salian
2 min read
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Intermediate
NVIDIA has released an update to the HPL-AI Benchmark version 2. 0. 0, achieving double the performance compared to its previous version.
Matthew Nicely
2 min read
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The article discusses the latest updates in the NVIDIA NGC catalog, highlighting the introduction of Riva AI, updates to TensorFlow and PyTorch containers, and enhancements to the HPC Quantum ESPRE...
Brad Nemire
2 min read
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The article highlights the work of Lorenzo Baraldi, an Assistant Professor at the University of Modena and Reggio Emilia, focusing on the integration of Vision, Language, and Embodied AI using NVID...
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The article discusses how members of the Kaggle Grandmasters of NVIDIA built large-scale image classification models to succeed in the Google Landmark Recognition 2020 Kaggle competition.
Nefi Alarcon
2 min read
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The article features Alina Zare, a researcher at the University of Florida, who specializes in machine learning, artificial intelligence, computer vision, and remote sensing.
Nefi Alarcon
11 min read
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The article discusses the challenges of sample inefficiency in reinforcement learning and introduces Nonparametric Off-Policy Policy Gradient (NOPG) as a solution.
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The article features Alan Fern, a researcher in machine learning and automated planning at Oregon State University, highlighting his work on explainable AI and reinforcement learning.
Nefi Alarcon
4 min read
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UC Berkeley's BADGR robot represents a significant advancement in autonomous navigation by utilizing self-supervised learning to navigate complex terrains.
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Deepwave Digital has developed the first deep learning-based sensor for a 5G network, utilizing their Artificial Intelligence Radio Transceiver (AIR-T) to enhance spectrum management through real-t...
Nefi Alarcon
3 min read
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NVIDIA has launched the DeepStream SDK on the Microsoft Azure IoT Edge Marketplace, enabling developers to leverage NVIDIA GPUs for real-time streaming analytics.
Nefi Alarcon
3 min read
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The Allen Institute for Artificial Intelligence has achieved a significant milestone with its BERT-based model, Aristo, which successfully passed a 12th-grade science exam with an accuracy of 83%.
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The article discusses the Clara Deploy SDK, a platform designed to build, manage, and deploy AI-enhanced clinical workflows in medical imaging.
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The article discusses the Clara Deploy SDK, a framework designed to facilitate the integration of AI into clinical workflows within the medical imaging industry.
Risto Haukioja
11 min read
Includes Code
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Postmates unveiled its new all-electric autonomous delivery robot named Serve, equipped with the NVIDIA Jetson AGX Xavier module, at GTC Silicon Valley.
Nefi Alarcon
2 min read
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The article discusses the capabilities and enhancements brought by NVIDIA Driver 418, particularly focusing on the Turing architecture.
Nefi Alarcon
8 min read
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Intermediate
The University of Reims Champagne-Ardenne has launched a new GPU-accelerated supercomputer named ROMEO, achieving a peak performance of 1 petaflop.
Nefi Alarcon
1 min read
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Intermediate
The article discusses DLSS (Deep Learning Super Sampling) and its significance for game developers, highlighting how it leverages AI and deep learning to enhance gaming performance and image qualit...
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MIT researchers have developed a deep learning system capable of identifying objects in images based on spoken descriptions in real time.
Nefi Alarcon
2 min read
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The article discusses the importance of storage performance in deep learning workloads, emphasizing the need for effective benchmarking to ensure optimal data throughput from storage systems.
James Mauro
26 min read
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The article discusses how Cheetos is using Artificial Intelligence to transform photos into Cheetos-themed images through an app called 'Cheetos Vision'.
Nefi Alarcon
1 min read
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