Awards | TOGA: A Neural Method for Test Oracle Generation

In the news | CoinDesk

By using Web 3’s building blocks to represent social identity, the ecosystem can overcome its current limitations and bring about a decentralized society. Web 3 has stunned the world by forging a parallel system of finance of unprecedented flexibility and…

Qubits arranged in a square array on a two-dimensional surface. Measurements are done on the qubits in a sequence of checks, shown as a repeating pattern of three steps. In each step, one measures a check on each pair of neighboring qubits, shown as a line connecting those qubits, with the lines moving in a repeating pattern over the three steps.
Microsoft Research Blog

| Bela Bauer, Matthew Hastings, and Jeongwan Haah

Technological innovation that enables scaling of quantum computing underpins the Microsoft Azure Quantum (opens in new tab) program. In March of this year, we announced (opens in new tab) our demonstration of the underlying physics required to create a topological…

In the news | Broad Institute

The Broad Institute of MIT and Harvard and Microsoft have launched a new collaboration that aims to help life science researchers and clinicians with the next generation of robust analytical methods and tools that are highly scalable, easily automated, and…

Awards | Fast Company

FINALISTS: AI4Leprosy, Novartis Foundation, Microsoft, and Instituto Oswaldo Cruz The AI and data category of Fast Company’s World Changing Ideas Awards honors projects that harness the power of data, machine learning, or artificial intelligence to understand the world and empower change.

Articles

近两年来，有关Transformer的文章可谓是井喷式爆发，许多研究员都在设计各种任务上的Transformer模型。然而，Attention作为Transformer的核心模块，真的比卷积强吗？今天的这篇文章或许能带给你新视角，微软亚洲研究院的研究员们从Local Attention和Dynamic Depth-wise Convolution的视角出发发现，设计好的卷积结构并不比Transfo...

Diagram showing a "MoLeR Decoder" box performing a sequence of steps. Each step shows a picture of a molecule coming into the decoder box. A larger, extended, molecule comes out as output. The output molecule then moves back to the left of the figure, and serves as input to the next iteration.
Microsoft Research Blog

| Krzysztof Maziarz, Marc Brockschmidt, and Marwin Segler

Drug discovery has come a long way from its roots in serendipity. It is now an increasingly rational process, in which one important phase, called lead optimization, is the stepwise search for promising drug candidate compounds in the lab. In…

In the news | Valor Econômico

Pergunte ao brasileiro Henrique Malvar qual seu trabalho atual e ele lhe contará um episódio passado recentemente em Cingapura...

Articles

编者按：ICLR（International Conference on Learning Representations）是国际公认的深度学习领域顶级会议之一，众多在人工智能、统计和数据科学领域以及计算机视觉、语音识别、文本理解等重要应用领域极其有影响力的论文都发表在该大会上。今年的 ICLR 大会于4月25日至29日在线上举办。本届大会共接收论文1095篇，论文接收率32.3%。今天，我们精选...