InfoQ Homepage Microsoft Research Content on InfoQ
News
RSS Feed-
Microsoft and Tsinghua University Present DIFF Transformer for LLMs
Researchers from Microsoft AI and Tsinghua University have introduced a new architecture called the Differential Transformer (DIFF Transformer), aimed at improving the performance of large language models. This model enhances attention mechanisms by refining how models handle context and minimizing distractions from irrelevant information.
-
Microsoft Open-Sources Multimodal Chatbot Visual ChatGPT
Microsoft Research recently open-sourced Visual ChatGPT, a chatbot system that can generate and manipulate images in response to human textual prompts. The system combines OpenAI's ChatGPT with 22 different visual foundation models (VFM) to support multi-modal interactions.
-
Microsoft Translator Now Supports over 100 Languages and Dialects
Microsoft Translator is an Artificial Intelligence (AI)-powered text translation service on Azure and part of the cognitive services offering. Recently, the company announced that 12 new languages and dialects have been added to the service, meaning that it can now translate between more than 100 languages and dialects.
-
Microsoft Research Develops a New Vision-Language System: VinVL
Microsoft Research recently developed a new object-attribute detection model for image encoding, which they named VinVL - Visual features in Vision-Language.
-
Microsoft Presents Static TypeScript, a Fast Subset of TypeScript Targeting Embedded Devices
Microsoft recently submitted a research paper introducing Static TypeScript (STS), a subset of TypeScript targeting low-resource embedded devices, to the Managed Programming Languages and Runtimes 2019 (MPLR 2019) international conference. STS programs may run on devices with only 16 kB of RAM faster than embedded interpreters would, which would extend battery life of these devices.
-
Microsoft Makes Cloud-Based Biological Research Tool Open Source
Bio Model Analyzer, a Microsoft cloud-based tool that biologists can use to model cell interactions and communications, is now available as open-source on GitHub. It is used to create computer models that can compare the processes within healthy and diseased cells. Scientists can see the interactions between millions of genes and proteins, speeding up research and treatment of diseases.
-
IronFleet: A Methodology for Proving Distributed Systems
A group of researchers from Microsoft has published the paper “IronFleet: Proving Practical Distributed Systems Correct” (PDF) and made available the accompanying source code demonstrating the use of the methodology in machine proving the correctness of a non-trivial distributed system from a safety and liveliness point of view.
-
Analyze Public .NET Code with Code Digger
Code Digger, a Visual Studio 2012 extension released by Microsoft Research enables you to dissect Public .NET code to trap bugs, exceptions and assertion failures.
-
Ravi Kannan receives ACM SIGACT Knuth Price 2011
Ravi Kannan from Microsoft Research has been appointed winner of the ACM SIGACT's (Special Interest Group on Algorithms and Computation Theory) Knuth Price 2011. According to the press announcement he receives the price for his work on influential algorithic techniques aimed at solving long-standing computational problems.
-
Footsteps: Deterministic Logging and Replay for JavaScript
Debugging event driven applications has always been notoriously difficult. The research project Footsteps project seeks to address the problems of reproducibility by offering a logging and replay framework that records non-deterministic events such as mouse clicks and random number generation. No plugins or special browsers are needed, this done entirely with JavaScript.
-
Silo: Using Hashing and Delta Update to Improve Today’s Browsers
On Tuesday Microsoft Researcher James Mickens discussed Silo, a framework for using hashing and delta-updates to dramatically reduce the number of round-trips to the server needed when loading a website. The technology works in today’s browsers without the need for plugins.
-
Trinity: Microsoft Research’s Hypergraph Database
MS Research has begun working on its own graph database, Trinity. Graph databases store data in terms of nodes and edges instead of rows and columns, making them quite effective for loosely and arbitrarily connected data. Hypergraphs extend this by allowing one edge to connect multiple nodes. Potentially uses for this included social networks, movie recommendations, and related product searches.