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transformer in CV
Articles

Five reasons to embrace Transformer in computer vision 

December 5, 2021

A unified modeling story for artificial intelligence "Unity" is a common goal in many disciplines. For example, in the field of physics, scientists have long been pursuing the grand unification theory, which is a single theory that can be used…

Awards | IEEE

Xing Xie was announced as IEEE Computer Society 2022 Fellow 

December 3, 2021

Xing Xie was announced as IEEE Computer Society 2022 Fellow for contributions to spatial data mining and recommendation systems.

SuperGLUE leaderboards showing T-NLRv5 at the top
Microsoft Research Blog

Efficiently and effectively scaling up language model pretraining for best language representation model on GLUE and SuperGLUE 

December 2, 2021 | Jianfeng Gao and Saurabh Tiwary

As part of Microsoft AI at Scale (opens in new tab), the Turing family of NLP models are being used at scale across Microsoft to enable the next generation of AI experiences. Today, we are happy to announce that the…

Awards | The International Conference for High Performance Computing, Networking, Storage, and Analysis (Supercomputing'21)

Deepak Narayanan and Amar Phanishayee receive best student paper award 

December 2, 2021

The Super Computing 2021 organizers selected Deepak Narayanan and Amar Phanishayee's paper, Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM,  as the best student paper for its quality and potential impact.

Awards | InfoSys

Neeraj Kayal awarded Infosys 2021 Prize for Mathematical Sciences 

December 2, 2021

The Infosys Prize 2021 in Mathematical Sciences is awarded to Dr. Neeraj Kayal of Microsoft Research lab, Bengaluru, for his outstanding contributions to Computational Complexity. His extensive, innovative work on algebraic computation includes the development of deep lower bound techniques…

A diagram showing the end-to-end DNA data storage process. First, software encodes digital bits, ones and zeros, into an electronic representation of DNA sequences, represented by the letters G, C, A, and T. Then, the sequences are written into physical molecules using DNA synthesis and are preserved. A single chain of synthetic DNA is shown with G, C, A, and T, representing the DNA being preserved. Data stored in DNA molecules is retrieved using random access, and then sequenced to read the synthetic DNA. Software, then, decodes the information back into digital bits.
Microsoft Research Blog

Toward nanoscale DNA writers: Unlocking scalable DNA data writing technology 

December 1, 2021 | Karin Strauss and Bichlien Nguyen

Editor’s note: The researchers would like to acknowledge co-authors Christopher Takahashi, Gagan Gupta, Jake Smith, Richard Rouse, Paul Berndt, Sergey Yekhanin, David Ward, Siena Ang, Patrick Garvan, Hsing-Yeh Parker, Rob Carlson, Douglas Carmean, and Luis Ceze for their contributions to…

Awards | ACM SIGCOMM

ACM SIGCOMM 2021 Test of Time Award 

December 1, 2021

"Data-Center TCP (DCTCP)", by Mohammad Alizadeh, Albert Greenberg, David Maltz, Jitendra Padhye, Parveen Patel, Balaji Prabhakar, Sudipta Sengupta, and Murari Sridharan, in ACM SIGCOMM 2010.

Awards | The Top Innovators

The Top Innovators in Agriculture 2021 

December 1, 2021

Ranveer Chandra, Microsoft Azure, earns a "Highly Commended" rating on the Top Innovators in Agriculture list 2021 for Microsoft FarmBeats.

In the news | The Hill

How human-centered tech can beat COVID-19 through contact tracing 

December 1, 2021

The Centers for Disease Control and Prevention (CDC) is working on a proposal to massively scale-up testing and contact tracing to tackle the COVID-19 crisis. This effort will involve identifying all of those infected with the coronavirus and notifying everyone…

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