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A schematic diagram illustrating the goal of Distributional Graphormer (DiG). A molecular system is represented by a basic descriptor D, such as the amino acid sequence for a protein. DiG transforms D into a structural ensemble S, which consists of multiple possible conformations and their probabilities. S is expected to follow the equilibrium distribution of the molecular system. A legend shows a example of D and S for Adenylate kinase protein.
Microsoft Research Blog

Distributional Graphormer: Toward equilibrium distribution prediction for molecular systems 

July 7, 2023 | Shuxin Zheng, Chang Liu, Yu Shi, Ziheng Lu, Fusong Ju, Jianwei Zhu, Hongxia Hao, Peiran Jin, Frank Noé, Haiguang Liu, and Tie-Yan Liu

Distributional Graphormer, Microsoft’s new deep learning framework for predicting the equilibrium distribution of molecular structures, can generate realistic and diverse molecular structures with high efficiency and low cost.

In the news | Yahoo! News

Breast cancer detection, language learning, sustainability: Can AI help humanity? 

July 7, 2023

While some believe AI could steal jobs or even destroy humanity, others think the technology could improve quality of life for people across the planet.

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Articles

Qlib全新升级:强化学习能否重塑金融决策模式? 

July 6, 2023

编者按:2020年,微软亚洲研究院开源了金融 AI 通用技术平台 Qlib。Qlib 以金融 AI 研究者和金融行业 IT 从业者为用户,针对金融场景研发了一个适应人工智能算法的高性能基础设施和数据、模型管理平台。一经开源,Qlib 便掀起了一阵热潮,相关开源项目在 GitHub 上已收获了11.4k颗星。作为一个通用技术平台,Qlib 不仅大大降低了行业从业者使用 AI 算法的技术门槛,还为金融...

black and white photos of Dr. Spencer Fowers, a member of the Special Projects Technical Staff at Microsoft Research and Dr. Kwame Darko, a plastic surgeon in the reconstructive plastic surgery and burns center in Ghana’s Korle Bu Teaching Hospital, next to the Microsoft Research Podcast "R" logo
Microsoft Research Podcast

Collaborators: Holoportation™ communication technology with Spencer Fowers and Kwame Darko 

July 6, 2023 | Gretchen Huizinga, Spencer Fowers, and Dr. Kwame Darko

A global team of medical providers is leveraging Holoportation, a Microsoft 3D capture and communication technology, to widen access to specialized care. Computer engineer Spencer Fowers and plastic surgeon Kwame Darko discuss the collaboration.

Articles

ACL 2023|大模型时代,自然语言领域还有什么学术增长点? 

July 4, 2023

国际计算语言学年会(Annual Meeting of the Association for Computational Linguistics,简称 ACL)是自然语言处理(NLP)领域的顶级国际会议,ACL 2023 将于2023年7月9-14日在加拿大多伦多举行。随着人工智能技术的快速发展,确保相关技术能被人们信赖是一个需要攻坚的问题。微软亚洲研究院也在不断推进负责任的人工智能的探索发现与...

In the news | DeepLearning.AI

A conversation with Microsoft’s AI for Good Lab Director: Juan Lavista Ferres 

July 1, 2023

AI is emerging as a powerful tool to aid in addressing some of the world’s most complex challenges. Our new specialization, AI for Good, aims to expand the community of people who are equipped to combine human and machine intelligence…

In the news | LinkedIn Article

The Power of Open Data on GitHub: Fueling AI’s Future 

June 30, 2023

Artificial intelligence (AI) is revolutionizing the world, driving digital innovation, promoting experimentation, boosting efficiency, and accelerating progress across numerous industries. Open data is a critical component of this revolution, providing access to vast amounts of data necessary for building reliable…

CoDi can generate any combination of modalities from any, all at once.
Microsoft Research Blog

Breaking cross-modal boundaries in multimodal AI: Introducing CoDi, composable diffusion for any-to-any generation 

June 29, 2023 | Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, and Mohit Bansal

Imagine an AI model that can seamlessly generate high-quality content across text, images, video, and audio, all at once. Such a model would more accurately capture the multimodal nature of the world and human comprehension, seamlessly consolidate information from a…

In the news | Computer News Middle East

From research to real-life 

June 28, 2023

CNME Editor Mark Forker was onsite at the Microsoft Innovation Campus in Redmond, Seattle, for a panel discussion that examined the impact Microsoft’s new AI integrations are going to have on reshaping our society. The panel was entitled; AI, from…

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