Take a closer look at the transformative technologies that are helping us take on the world’s greatest challenges–together.
Explore sessions for academic change-makers
Higher education institutions are enabling the workforce of tomorrow, powering next-gen breakthroughs and driving research that will change lives for generations to come. At GTC, get the tools and resources that will enable you to do your life’s work and solve real-world problems with artificial intelligence.
Faster Neural Network Training, Algorithmically
> Jonathan Frankle | Researcher, MIT
As neural network architectures double in size every few months, it’s difficult for researchers and businesses without immense budgets to keep up. Learn one approach for managing this challenge: changing the training algorithm itself. Discover how this approach has been put into practice at MosaicML, including the dozens of algorithmic changes that have been studied, the science behind how these changes interact with each other, and how to evaluate whether these changes have been effective.
Featured Speakers
Jean-Philip Piquemal
Professor, Sorbonne Université and Qubit Pharmaceuticals
Fourier Neural Operators and Transformers for Extreme Weather and Climate Prediction
Anima Anandkumar
Director of ML Research, NVIDIA
A Next-generation Clinical Language Model
Yonghui Wu
Director of Natural Language Processing, UF CTSI/OneFlorida, University of Florida
Higher Education, Healthcare & Life Sciences, Conversational AI/NLP
Scaling Data-driven Robot Learning
Chelsea Finn
Assistant Professor, Stanford University
Featured Sessions
HPC & AI
Join these sessions to take a deep dive into the latest high-performance computing discoveries and learn what is next in the world of artificial intelligence.
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Scalable Simulation of Quantum Circuit with Noise on GPU-Based HPC Systems
> Ang Li, Computer Scientist | Pacific Northwest National Laboratory
Learn how to perform high-performance state-vector and density matrix-based quantum circuit simulation on multi-GPU systems.
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Effectively Porting An Irregular Multi-physics Code to NVIDIA GPU Supercomputers
> Hans Johansen | Researcher, Lawrence Berkeley National Laboratory
Hans will share experience porting a mixed regular and irregular science application to the massive U.S. Department of Energy supercomputers enabled by NVIDIA GPUs.
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Computer Vision Research at NVIDIA - Using AI To Perceive Humans
> Jan Kautz, Vice President | Learning and Perception Research, NVIDIA
Learn about our recent research advances in computer vision.
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Accelerating Giant Optical Telescopes' Real-Time Control to Reveal Unseen Remote Stars
> Damien Gratadour | Instrument Scientist and Associate Professor, Australian National University & Observatoire de Paris
> Hatem Ltaief | Principal Research Scientist, KAUST
Learn how NVIDIA DGX systems with A100 GPUs are pushing the image resolution to an unprecedented level by using the data sparsity structure of adaptive optics controllers.
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BigScience: Building a Large Hadron Collider for AI and NLP
> Douwe Kiela | Head of Research, Hugging Face
Get an introduction to the BigScience initiative, demonstrating another way of creating, studying, and sharing large language models within the AI/natural language processing.
Trending Topics
See the current trending cross-industry topics and discover technological advances across the board.
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Speech Translation Systems: From Industrial Applications and Advanced Research
> Rong Ye | Algorithm Engineer, ByteDance AI Lab
Explore interesting scenarios of speech translation serving hundreds of millions of users and recent progress in developing end-to-end ST models.
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OpenFold: Democratizing Access to Predicting and Modeling Protein Structures
> Mohammed AlQuraishi | Professor, Columbia University
Learn all about OpenFold, a new open-source platform for training the leading protein structure prediction models.
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Scalable Data-Driven Global Weather Predictions at High Spatial and Temporal Resolutions
> John Taylor | Program Leader, CSIRO
Learn about new data-driven methods that are positioned to drive the next wave of breakthroughs in weather and climate science.
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Structuring Biomedical and Clinical Knowledge using Clara NLP
> Nima Mohammad Pour Nejatian | Senior Data Scientist, NVIDIA
> Anthony Costa | Senior Alliance Manager, NVIDIA
Learn how Clara NLP can assist with the generational challenge of processing rich free text information from research papers, physician notes, and more across the spectrum of healthcare and life sciences applications.
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