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Microsoft Research
Приєднався 24 жов 2008
At Microsoft Research, we accelerate scientific discovery and technology innovation to empower every person and organization on the planet to achieve more. We do this by bringing together the best minds across diverse disciplines and backgrounds to take on the most pressing research challenges for Microsoft and for society.
Our Research Lens
We consider research directions through the lens of the positive impact we aspire to create with and for customers, communities, and all of society.
Our Research Lens
We consider research directions through the lens of the positive impact we aspire to create with and for customers, communities, and all of society.
Join us for Research Forum on June 4
REGISTER NOW: aka.ms/ResearchForum_YTReg
AI is transforming the way we all live, work, and think. Join us for Microsoft Research Forum, where you'll learn about the most recent advances and hear bold new ideas from the global research community. See you on June 4, 2024, for Episode 3.
Register now. aka.ms/ResearchForum_YTReg
AI is transforming the way we all live, work, and think. Join us for Microsoft Research Forum, where you'll learn about the most recent advances and hear bold new ideas from the global research community. See you on June 4, 2024, for Episode 3.
Register now. aka.ms/ResearchForum_YTReg
Переглядів: 25 453
Відео
MSR Talk: Unsupervised Speech Reverberation Control with Diffusion Implicit Bridges
Переглядів 41017 годин тому
Speaker(s): Eloi Moliner Host: Hannes Gamper Speech reverberation control involves the manipulation of acoustic characteristics in speech recordings, including tasks like speech dereverberation or reverberation time reduction. Diffusion implicit bridges are a recently proposed domain translation technique based on diffusion models and entropy-regularized optimal transport. They enable a bijecti...
Unlocking Real world solutions with AI - Chris Bishop
Переглядів 1,7 тис.День тому
Chris Bishop reveals how AI is revolutionizing material science with an innovative battery electrolyte material. With the help of MatterGen, an AI system akin to a search engine, researchers can explore novel material options with precision and efficiency. The broad potential of these AI systems spans industries from drug discovery to environmental science. See more at www.microsoft.com/en-us/r...
How will AI transform precision medicine? - Ava Amini
Переглядів 1,1 тис.День тому
Ava Amini explores the role of AI in precision medicine, with a focus on personalized cancer treatments. By leveraging AI to analyze broad biological data sets, researchers aim to tailor therapies to individual patients based on their specific needs. Innovative methods like EvoDiff offer promising alternatives to the current population-based approaches, and open doors to advance precision oncol...
AI Case Studies for Natural Science Research with Bonnie Kruft
Переглядів 8 тис.День тому
Generative AI is unlocking new research tools for bold scientific discoveries. We sort through the hype and take a deep dive into some practical examples of groundbreaking research enabled by generative AI such as small molecular inhibitors for treating infectious disease and the discovery of new materials for energy storage. As researchers reduce the discovery time from years to months, how ar...
AI For All: Embracing Equity for All
Переглядів 43714 днів тому
This grand seminar was hosted by Microsoft Research Africa, Nairobi together with the Microsoft AI for Good team in April 2024. It was the second in their grand seminars which brought together people from academia, and industry to discuss how we can embrace equity in the AI space The three-hour event included a keynote by Dr. Lavri Labi titled “Addressing Bias and Representation in Generative A...
TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews
Переглядів 34321 день тому
Host: Kim Laine Speakers: Rohit Dwivedula Reviews and ratings by users form a central component in several widely used products today (e.g., product reviews, ranking content, etc.), but today's platforms for managing such reviews are centralized, ad-hoc and vulnerable to various forms of tampering. TrustRate is an end-to-end decentralized, hijack-resistant platform for authentic, anonymous, tam...
Women in Data Science Fireside Chat with Ilda Ladeira, Karin Kimbrough and Lisa Cohen
Переглядів 46121 день тому
Watch the WiDS event Ilda Ladeira fireside chat with Karin Kimbrough and Lisa Cohen, hosted by Women in Data Science @ Microsoft community on March 21st, 10:30-11:30am PT. The speakers will share their career journey, advice on career transition, thoughts on the development of AI technology and how to remain competitive in the market. Introduction: Shijing Fang, Principal Data Science Manager, ...
Combining Machine Learning and Bayesian networks for Decision Support in Arrythmia Diagnosis
Переглядів 597Місяць тому
We propose an architecture for a personal health agent (PHA) that combines machine learning and a Bayesian network for detecting and diagnosing arrhythmia based on electrocardiogram (ECG) characteristics. Focusis placed on atrial fibrillation (AF), the commonest type of arrhythmia. Machine learning is used for classifying the ECG signal. The absence of a Pwave in an ECG is the hallmark indicati...
Strategic Subset Selection in Satellite Imagery: Machine Vision Insights
Переглядів 530Місяць тому
The abundance of the currently available satellite and aerial images contrasts sharply with the scarcity of labels for these images. With data on such a grand scale, labeling everything, even to a small degree, is impractical. This raises an important question: which image patches should we prioritize for labeling? The data-centric machine learning challenge at the Machine Vision for Earth Obse...
Generative AI and Plural Governance: Mitigating Challenges and Surfacing Opportunities
Переглядів 6632 місяці тому
Microsoft Research Forum | Episode 2 | March 5, 2024 Madeleine Daepp talked about the potential impacts and challenges of generative AI in a year with over 70 major global elections, and AI and Society Fellow Vanessa Gathecha discussed her work on disinformation in Kenya and Sub-Saharan Africa. See more at aka.ms/ResearchForum-Mar2024
GigaPath: Foundation Model for Digital Pathology
Переглядів 6662 місяці тому
Microsoft Research Forum | Episode 2 | March 5, 2024 Naoto Usuyama proposed GigaPath, a novel approach for training large vision transformers for gigapixel pathology images, utilizing a diverse real-world cancer patient dataset, with the goal of laying a foundation for cancer pathology AI. See more at aka.ms/ResearchForum-Mar2024
Getting Modular with Language Models: Building, Reusing a Library of Experts for Task Generalization
Переглядів 5422 місяці тому
Microsoft Research Forum | Episode 2 | March 5, 2024 Alessandro Sordoni shared recent efforts on building and re-using large collections of expert language models to improve zero-shot and few-shot generalization to unseen tasks. See more at aka.ms/ResearchForum-Mar2024
The Metacognitive Demands and Opportunities of Generative AI
Переглядів 6192 місяці тому
Microsoft Research Forum | Episode 2 | March 5, 2024 Lev Tankelevitch explored how metacognition-the psychological capacity to monitor and regulate one's cognitive processes-provides a valuable perspective for comprehending and addressing the usability challenges of generative AI systems around prompting, assessing and relying on outputs, and workflow optimization. See more at aka.ms/ResearchFo...
What's new in AutoGen?
Переглядів 9 тис.2 місяці тому
Microsoft Research Forum | Episode 2 | March 5, 2024 Chi Wang discussed the latest updates on AutoGen - the multi-agent framework for next generation AI applications. This includes milestones achieved, community feedback, new exciting features, and ongoing research and challenges. See more at aka.ms/ResearchForum-Mar2024
Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI
Переглядів 2 тис.2 місяці тому
Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI
Research Forum 2 | Keynote: The Revolution in Scientific Discovery
Переглядів 4,3 тис.2 місяці тому
Research Forum 2 | Keynote: The Revolution in Scientific Discovery
Connectivity is a thing, is THE thing
Переглядів 1,3 тис.2 місяці тому
Connectivity is a thing, is THE thing
Meet the 2024 Microsoft Research AI & Society fellows
Переглядів 1,6 тис.3 місяці тому
Meet the 2024 Microsoft Research AI & Society fellows
Research Forum: Closing Remarks and Announcements
Переглядів 6283 місяці тому
Research Forum: Closing Remarks and Announcements
Kahani: Visual Storytelling through Culturally Nuanced Images
Переглядів 5933 місяці тому
Kahani: Visual Storytelling through Culturally Nuanced Images
Generative AI meets Structural Biology: Equilibrium Distribution Prediction
Переглядів 1,4 тис.3 місяці тому
Generative AI meets Structural Biology: Equilibrium Distribution Prediction
Augmenting Human Cognition and Decision Making with AI
Переглядів 3,6 тис.3 місяці тому
Augmenting Human Cognition and Decision Making with AI
Evaluation and Understanding of Foundation Models
Переглядів 1,3 тис.3 місяці тому
Evaluation and Understanding of Foundation Models
Improving Reasoning in Language Models with LASER: Layer-Selective Rank Reduction
Переглядів 2,5 тис.3 місяці тому
Improving Reasoning in Language Models with LASER: Layer-Selective Rank Reduction
Research Forum: Panel Discussion: AI Frontiers
Переглядів 16 тис.3 місяці тому
Research Forum: Panel Discussion: AI Frontiers
Research Forum Keynote: Research in the Era of AI
Переглядів 23 тис.3 місяці тому
Research Forum Keynote: Research in the Era of AI
Sébastien Bubeck on Phi-2 and the surprising power of small models
Переглядів 11 тис.4 місяці тому
Sébastien Bubeck on Phi-2 and the surprising power of small models
Effective Human-AI Decision-Making or Everyone: A Sisyphean Task?
Переглядів 1,4 тис.5 місяців тому
Effective Human-AI Decision-Making or Everyone: A Sisyphean Task?
AI Forum 2023 | The Emergence of General AI for Medicine
Переглядів 1,6 тис.5 місяців тому
AI Forum 2023 | The Emergence of General AI for Medicine
Wondering is these self-tuned networks are implemented in any public library?
Dalek in the slides i love him
This is great for ppl that live together and BOTH make $7k a month in 2024 But in 2024? A home is $600k in california. I have an mba & all im being offered a job 21 an hour. I need $25 hour or 1k a week
I can’t listen for all of the ums.
$20 an hour in southern california in 2024? Please lady. We need $40 an hour! I gotta mba And they never gave me a chance. All these companies never gave me a chance and wanted me to start working for free and In a in a unpaid internship, when I got my degree in 2011. I was 36 or 35 years old when I got my master's degree and I couldn't just quit basic customer service job. That was pai $1k a month... there was no way there was no way. I can quit my job and go work for some company.... 65 miles away in los. Angeles...for free as an unpaid internship. I paid cash for my suv when I got an inheritance in 2018.no car note. 2018. Now 2024.
How can you go to work if you're not paid? Who's paying you the gas money to get to work? So I don't know how people expect to drive to work If They'Re Not Getting Some. Type of gas money to get there and if you're working from home, somebody better be paying your electric bill to be able to go on the internet and somebody better be paying your internet bill as well.
Money is RENT
Fantastic work, very insightful and with very high practical implications in an area that often seems very vague and not interpretable in terms of evaluation. Seems to solve a lot of problems! Congrats on your work!
so far it took 8:55 to make a point "which apparently wasnt in the book" . Everything else seems to be based on other countries selectivly. im not interested in any of the numbers he has to support his claims. This is like jerry mandering a point. I dont think he ever said in this entire video "the united states". flaky at best.
Why should we listen to any of your lectures or advice when we all know your employees only do half the (censored) job? #FireToddHoward
Sorry, I did not understand your comment.
Thank You sir for informative session
what an amazing and crystal-clear explanation of the technology!
thank you
Can this app recognize Sign Language? Which sign languages can it recognize? A single paper (AUTOMATIC SIGN LANGUAGE TRANSLATION SYSTEM USING NEURAL NETWORK TECHNOLOGIES AND 3D ANIMATION) claims that this app can recognize many sign languages, but I can't find such a feature.
You make math interesting. Thanks Steven!
This sounds like RAMAC. No telling what could happen in 50 years.
Is no one going to mention his choice of shirt and cardigan? They certainly don’t match as well as the manifold projections.
Every person should hear this man speak
🔔🔚
Very good lecture.👍🏾👍🏾
Your speaking is too fast for audience
Can I utilize this tool to translate an Excel file into another Excel file?
The way she says "scientific"... Love it.
What a talk man!!! ❤
This is amazing!
I could see some of the great research work getting carried out in MS, particularly in the personalized medicine field.... I would like to know more about it, such as EvoDiff.
I could see some of the great research work getting carried out in MS, particularly in the personalized medicine field.... I would like to know more about it, such as EvoDiff.
Cool!
lmao...excluding medicine for cancer.
thank you
As a grad student working in related fields, I’m very very impressed by the clarity and preciseness of Dr. Bishop’s presentation as well as the breadth and depth of the research at Microsoft
Please hire me 🙏
Judging by the no. of comments on ELM series by Microsoft Research, it looks like ELMs fell out of favour to Complex CNNs
This presentation on Self driving cars is great !
5:30 Exponential growth via simulated data, recurrent, repeat?
The future is amazing, I just want to live longer
That is why, they termed as LLMs, But NOT Science , Maths Models;
Thank you. This is a great aid to reading the papers
The Coq is as useless as model checking is.
#teamKlausDorer
Bill gates sir aap mujhe rakhsa karna mera son mere ............ K paas hai
Bill gates sir❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
People are tired of my opinion, let them stay with God.
Great session❤
Anything you'd wish to do depends on businesses and nobody is announcing searching for scientists in the UŽT job market. There is no reason to need anybody who already had such research, unless some dean in a faculty would know anything such sacred and won't tell about it to anybody or keep a favor for a best students stopping all the bad coming through a portal. Your value lies in things you do or work so try making websites ir your parliament just would talk about agriculture all day, but not that vast gaming you have proof of.
Way overhyped. DNA is way too slow to read and write, and too error-prone. Also you can’t exactly jump to a specific base-pair address like you can on disk. Only plausible use case is huge data archives to last centuries or millennia.
No rush with Dupuytren, world needs TB cure