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40:09

How Gen Z are thinking about the future with Selina Tishler, Microsoft | Gen Z

They are the most digitally savvy generation ever to emerge, but how are they thinking about our uncertain future? We sit down with four young leaders to discuss some of the most impactful issues of the day, including trust, the environment, social justice, AI and leadership. Featuring: Sophie Waller – Teens in AI Junior Operations […]
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40:02

Transformational technology: How AI & technological development is shaping business

AI is driving exponential transformation across businesses. From climate change and climate impact to contribution to business performance. What are the current developments in MLOps? What will the convergence of data, AI, and cloud look like in the metaverse? We explore how AI & technological development is shaping business. Featuring: Jacomo Corbo – Co-founder & […]
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01:36

Future of Healthcare with AI Panel | CogX17 Highlights | CogX

Join the CogX Global Leadership Summit and Festival of AI and Breakthroughs Technology – June 8th to 10th 2020 – https://cogx.co/ Subscribe to our epic newsletters for free https://cognitionx.com/newsletter-subscribe/ Healthcare has been the hottest area for investment in AI, with 270 deals made since 2012. An aging population, increasing demand and rising drug costs has […]
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20:23

CogX 2018 – The Cutting Edge of Quantum Computing | CogX

Join the CogX Global Leadership Summit and Festival of AI and Breakthroughs Technology – June 8th to 10th 2020 – https://cogx.co/ Subscribe to our epic newsletters for free https://cognitionx.com/newsletter-subscribe/ Stay up to date on All Things AI. Hand-picked news, insights and updates on the most important stories of the day. Subscribe to news briefings: https://cognitionx.com/newsletter-subscribe/ […]
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10:41

Fastest Artificial Intelligence Ever Made (µ-Parametrization)

The first 1,000 people to use this link will get a 1 month free trial of Skillshare: https://skl.sh/ainews03221 A new Artificial Intelligence from Microsoft and OpenAI utilizes advanced µ-Parametrization in order to increase performance and allow huge AI models to be trained much more easily. This means that we can soon expect AI models which […]
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34:35

PyTorch Lightning – Fault Tolerant Dive In

Lightning Research Engineering Manager, Thomas Chaton, and Anton Schwaighofer, Machine Learning Engineer for Healthcare at Microsoft Research, dive into Fault Tolerance with PyTorch Lightning. Source of this PyTorch Lightning Video
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52:36

Developing a Brain-Computer Interface Based on Visual Imagery

A brain-computer interface (BCI) is a technology to provide direct communication between the brain and an external device. In this project, we have utilized noninvasive electroencephalography (EEG) to record and decode neural activity during the observation and mental imagery of visual stimuli. Our platform has demonstrated successful discrimination between face and scene image categories during […]
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39:58

A Universal Law of Robustness via Isoperimetry with Sebastien Bubeck – #551

Today we’re joined by Sebastian Bubeck a sr principal research manager at Microsoft, and author of the paper A Universal Law of Robustness via Isoperimetry, a NeurIPS 2021 Outstanding Paper Award recipient. We begin our conversation with Sebastian with a bit of a primer on convex optimization, a topic that hasn’t come up much in […]
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09:20

TUTEL-MoE-STACK OPTIMIZATION FOR MODERN DISTRIBUTED TRAINING | RAFAEL SALAS & YIFAN XIONG

The Mixture-of-Experts (MoE) is a sparsely activated deep learning model architecture that has sublinear compute costs with respect to their parameters. MoE is one of the few scalable approaches for training trillion-parameter scale deep learning models. This talk will present Tutel, an open-source project built with the Pytorch framework. Tutel is being actively developed by […]
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12:08

PROFILING AND OPTIMIZING PYTORCH APPLICATIONS WITH THE PYTORCH PROFILER | SABRINA SMAI

PyTorch Profiler is a tool that allows the collection of the performance metrics during the training and inference. The Profiler’s context API can be used to better understand what model operators are the most expensive, examine their input shapes and stack traces, study device kernel activity and visualize the execution trace. In this talk, Sabrina […]
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12:11

THE TRITON LANGUAGE | PHILIPPE TILLET

Triton is a new language that enables researchers with no CUDA experience to write highly efficient GPU code-most of the time on par with what an expert would be able to produce. Since its inception as a graduate research project, Triton has helped provide fast and maintainable kernels across several organizations (e.g., OpenAI, Facebook, Microsoft). […]
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05:35

Two Minute Papers: What Can We Learn From Deep Learning Programs? | Two Minute Papers #75

The paper “Model Compression” is available here: https://www.cs.cornell.edu/~caruana/compression.kdd06.pdf There is also a talk on it here: http://research.microsoft.com/apps/video/default.aspx?id=103668&r=1 Discussions on this issue: 1. https://www.linkedin.com/pulse/computer-vision-research-my-deep-depression-nikos-paragios 2. https://www.reddit.com/r/MachineLearning/comments/4lq701/yann_lecuns_letter_to_cvpr_chair_after_bad/ Recommended for you: Neural Programmer Interpreters – https://www.youtube.com/watch?v=B70tT4WMyJk WE WOULD LIKE TO THANK OUR GENEROUS PATREON SUPPORTERS WHO MAKE TWO MINUTE PAPERS POSSIBLE: David Jaenisch, Sunil Kim, Julian Josephs. https://www.patreon.com/TwoMinutePapers […]
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37:22

[ML News] DeepMind builds Gopher | Google builds GLaM | Suicide capsule uses AI to check access

#mlnews #gopher #glam Your updates on everything going on in the Machine Learning world. Sponsor: Weights & Biases https://wandb.me/yannic OUTLINE: 0:00 – Intro & Overview 0:20 – Sponsor: Weights & Biases 3:05 – DeepMind releases 3 papers on large language models 11:45 – Hugging Face Blog: Training CodeParrot from scratch 14:25 – Paper: Pre-Training vision […]
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21:35

SingularityNET: 1000 Black Voices: Behind the Scenes

1000 Black Voices, founded by Dr. Elizabeth Shaw, is an organization whose mission is to empower the Black community and eradicate racism by educating and improving understanding of Black culture, racism and what it means to be Black. A kind of Launchpad for Black Tech startups, 1000 Black Voices has partnered with companies such as […]
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04:36

CoRL 2020, Spotlight Talk 392: MultiPoint: Cross-spectral registration of thermal and optical aer…

“**MultiPoint: Cross-spectral registration of thermal and optical aerial imagery** Florian Achermann (ETH Zurich)*; Andrey Kolobov (Microsoft); Debadeepta Dey (Microsoft); Timo Hinzmann (ETH Zürich); Jen Jen Chung (ETH Zurich); Roland Siegwart (ETH Zürich, Autonomous Systems Lab); Nicholas Lawrance (ETH Zürich) Publication: http://corlconf.github.io/paper_392/ **Abstract** While optical cameras are ubiquitous in robotics, some robots can sense the world […]
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25:40

[ML News] DeepMind tackles Math | Microsoft does more with less | Timnit Gebru launches DAIR

#mlnews #deepmind #ai The most trusted model in News! Get started with Weights & Biases here: https://wandb.me/yannic (it’s free forever for personal use) OUTLINE: 0:00 – Intro 0:15 – Sponsor: Weights & Biases 3:10 – DeepMind tackles fundamental math 6:45 – Microsoft focuses on scaling effectively and efficiently 10:15 – NeurIPS Anthology Visualization 13:30 – […]
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52:28

Community Talks on Day 2 | PyTorch Developer Day 2021

Hear from the PyTorch Community the latest developments and how it is being used in industry. ⏱All times below are in Pacific Standard Time ⏱ – 10:05 am: Building an AI-powered Surgical Intelligence Platform for the Operating Room – Omri Bar, theator (https://theator.io/) – Warning: The following includes an in-theatre video of a surgical procedure […]
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57:24

AI for Healthcare with Peter Lee – TWiML Talk #231

In this episode, we’re joined by Peter Lee, Corporate Vice President at Microsoft Research responsible for the company’s healthcare initiatives. Peter and I met a few months ago at the Microsoft Ignite conference, where he gave me some really interesting takes on AI development in China. You can find more on that topic in the […]
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03:16

Two Minute Papers: Creating Photographs Using Deep Learning | Two Minute Papers #13

Machine learning techniques such as deep learning artificial neural networks had proven to be extremely useful for a variety of tasks that were previously deemed very difficult, or even impossible to solve. In this work, a deep learning technique is used to learn how different light source positions affect a scene and create (“guess”) new […]
Kai-Fu Lee on the Future of Artificial Intelligence
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★★★★★ Kai-Fu Lee on the Future of Artificial Intelligence

Kai-Fu Lee is one of the world’s leading Artificial Intelligence experts and a bestselling author. In conversation with Kamal Ahmed, former Editorial Director of the BBC, he discussed his new work of “scientific fiction”, AI 2041, co-authored with the celebrated novelist Chen Qiufan. He founded Microsoft Asia’s research lab that has trained CTOs and AI […]