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Articles

Four fallacies that can make your idea fail 

November 2, 2021

We’re told to celebrate failure, because that’s how we learn – and while that’s correct, many of these failures could have been avoided. How about if we could fail before our idea reached production? Remember, that each idea that reaches…

An illustration of how the image text contrastive and translation text contrastive tasks work together to help align the space of images, English text and non-English text. On the left side of the illustration, the three domains—Image Domain, English Domain, and Non-English Domain--are segregated. An arrow labeled “Image-Captions training data” points to another depiction of the three domains where the image domain and the English domain intersect but the non-English domain is still separate and shown in gray to show that it’s not significantly affected. A two headed arrow with the label “Image-Text contrastive loss” is drawn between the image and English domains. Towards the bottom of the image, an arrow labeled “Parallel corpus training data” points to another depiction of the three domains where the English domain and the non-English domain intersect but the image domain is separate and shown in gray to indicate that it is not significantly affected. A two-headed arrow with the label “Translated Text Contrastive loss” is drawn between the English and non-English domains. Finally, a third arrow with the label “Resulting Effect” is drawn to the right of the image which points to a depiction of all three domains intersecting.
Microsoft Research Blog

Turing Bletchley: A Universal Image Language Representation model by Microsoft 

November 1, 2021 | Saurabh Tiwary

Today, the Microsoft Turing team (opens in new tab) is thrilled to introduce Turing Bletchley, a 2.5-billion parameter Universal Image Language Representation model (T-UILR) that can perform image-language tasks in 94 languages. T-Bletchley has an image encoder and a universal language encoder that vectorize…

In the news | MSR Tech Minutes: Future of Haptics in Virtual Reality

MSR Tech Minutes: Future of Haptics in Virtual Reality 

November 1, 2021

Rendering haptics, or touch-sensing, in virtual reality and mixed reality (VR/MR) is crucial for rich, immersive experiences. Discover what Microsoft researchers believe to be the future of haptics in VR. Presented by Eyal Ofek (Principal Researcher) and Mike Sinclair (Senior…

2021 MSRA fellowship
Articles

Eleven PhD Students Awarded the 2021 Microsoft Research Asia Fellowship 

October 29, 2021

The 2021 Microsoft Research Asia Fellowship has attracted 157 outstanding PhD students from 50 top universities and institutions across Asia to apply. The applicants' research fields cover in computational science, hardware and software systems, human and machine intelligence, and perception,…

ACAV100M text on top of a series of small images.
Microsoft Research Blog

ACAV100M: Scaling up self-supervised audio-visual learning with automatically curated internet videos 

October 28, 2021 | Yale Song

The natural association between visual observations and their corresponding sounds has exhibited powerful self-supervision signals for learning video representations, which makes the ever-growing amount of online video an attractive data source for self-supervised learning. However, online videos often provide imperfectly…

In the news | Official Microsoft Blog

America faces a cybersecurity skills crisis: Microsoft launches national campaign to help community colleges expand the cybersecurity workforce 

October 28, 2021

The last year has brought unrelenting headlines about cybersecurity attacks. Foreign governments have tampered with the software supply chain, targeted on-premise servers, and hacked into sensitive government files. Criminal ransomware groups have attacked schools, penetrated hospitals and shut down a…

In the news | Data Center Frontier

Microsoft Explores Green Data Centers Made of Mushrooms, Algae 

October 27, 2021

Microsoft has grabbed headlines with its “moonshot” research projects in data center technology, including storing cloud data in DNA and holograms and an undersea data module. This week Microsoft unveiled a new research project that rethinks data centers at a…

In the news | Official Microsoft Blog

Supporting our customers on the path to net zero: The Microsoft cloud and decarbonization 

October 27, 2021

Demand for data and digital services is expected to continue its exponential growth over the coming years, with global internet traffic projected to double by 2022[i]. The Microsoft cloud is the trusted cloud for everyday digital experiences at work and…

In the news | Fast Company

The data center of the future is made of algae bricks and runs on hydrogen fuel cells 

October 27, 2021

Every year for the foreseeable future, Microsoft expects to build 50-100 new data centers to keep up with customer demand. That’s a challenge for a company that has a goal to soon be carbon negative—meaning it sequesters more carbon that…

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