金融模型、LLMs结构化剪枝、多模态对齐、AI芯片深度学习编译器
编者按：欢迎阅读“科研上新”栏目！“科研上新”汇聚了微软亚洲研究院最新的创新成果与科研动态。在这里，你可以快速浏览研究院的亮点资讯，保持对前沿领域的敏锐嗅觉，同时也能找到先进实用的开源工具。 本期，我们为大家精心挑选了4篇论文，内容涵盖金融市场元智能体模型、大语言模型的结构化剪枝、多模态感知中的模态对齐以及 AI 芯片的深度学习编译器，感兴趣的朋友快来看看吧！ 本期内容速览 01. 通过扩展式模态...
In the news | Communications of the ACM
AI Should Challenge, Not Obey
“How should we evaluate the legacy of Thomas Jefferson?,” asks a professor of American history. The reply: “The general consensus on Thomas Jefferson is that he was a complex and contradictory figure who championed the ideals of democracy, tolerance, and…
Eureka: Evaluating and understanding progress in AI
| Vidhisha Balachandran, Jingya Chen, Neel Joshi, Besmira Nushi, Hamid Palangi, Eduardo Salinas, Vibhav Vineet, James Woffinden-Luey, and Safoora Yousefi
How can we rigorously evaluate and understand state-of-the-art progress in AI? Eureka is an open-source framework for standardizing evaluations of large foundation models, beyond single-score reporting and rankings. Learn more about the extended findings.
In the news | The National
Microsoft to open its first Middle East ‘AI for Good Lab’ in Abu Dhabi
Plans to create a centre, founded and funded by Microsoft and G42, that will "identify, develop and advance best practices and industry standards for the responsible use of AI in the Middle East and the Global South" were unveiled. Microsoft,…
In the news | Live Science
‘Their capacity to emulate human language and thought is immensely powerful’: Far from ending the world, AI systems might actually save it
From disaster recovery to conservation and healthcare, plenty of AI projects will greatly benefit humanity, Microsoft experts Juan M. Lavista Ferres and William B. Weeks say. Over the last few years, artificial intelligence (AI) has been firmly in the world's spotlight, and…
星跃重洋 | 刘国栋：非典型理工男在微软亚洲研究院的科研“旅”记
结束一天的科研工作，中国科学院计算技术研究所博士生刘国栋走出微软大厦，抬头是繁星点点，耳机里装的是苏打绿乐队温暖的旋律。 通过“星跃计划”在微软亚洲研究院实习一年，刘国栋在微软亚洲研究院主管研究员苗又山、微软雷德蒙研究院高级研发工程师 Saeed Maleki 两位 mentor 的指导下，围绕加速深度学习模型的训练进行着科研探索。 恰如设立初衷，“星跃计划”在优秀人才与微软全球两大研究院的研究团...
开源工具RD-Agent：让研究与开发过程更智能
作者：机器学习组 编者按：研究与开发（R&D）是推动社会进步、经济增长和技术创新的核心动力。在人工智能时代，如何充分激发大语言模型的潜力，通过自动化手段提升研究与开发效率，实现跨领域知识迁移与创新，已成为 R&D 智能化转型的关键。为应对这一挑战，微软亚洲研究院推出了自动化研究与开发工具 RD-Agent，依托大语言模型的强大能力，开创了以人工智能驱动 R&D 流程自动化的...
Research Focus: Week of September 9, 2024
Investigating vulnerabilities in LLMs; A novel total-duration-aware (TDA) duration model for text-to-speech (TTS); Generative expert metric system through iterative prompt priming; Integrity protection in 5G fronthaul networks:
VALL-E 2，大幅提升语音大模型的稳健性与自然度
作者：刘树杰 编者按：文本到语音合成（Text-to-Speech，TTS）是一种将书面文字转化为自然语音的技术，在提高无障碍性、增强跨语言交流等方面发挥着重要作用。微软亚洲研究院此前推出了第一个离散编码的语音大模型 VALL-E，并在此基础上通过重复感知采样和分组编码建模技术将其升级为 VALL-E 2 版本。新版本突破了语音稳健性、自然度和说话人相似度方面的界限，让零样本 TTS 性能在 Li...