In the news | This American Life
Greetings, People Of Earth: First Contact
This American Life’s David Kestenbaum (NPR) interviewed Peter Lee, Sébastien Bubeck, Ece Kamar, and Ronen Eldan about their experiments with GPT-4 and the emerging capabilities of large language models, using examples from the “Sparks” paper.
DeepSpeed ZeRO++: A leap in speed for LLM and chat model training with 4X less communication
| DeepSpeed Team and Andrey Proskurin
Large AI models are transforming the digital world. Generative language models like Turing-NLG, ChatGPT, and GPT-4, powered by large language models (LLMs), are incredibly versatile, capable of performing tasks like summarization, coding, and translation. Similarly, large multimodal generative models like…
Collaborators: Renewable energy storage with Bichlien Nguyen and David Kwabi
| Gretchen Huizinga, Bichlien Nguyen, and David Kwabi
Researcher Bichlien Nguyen is an organic electrochemist turned technologist. Professor David Kwabi is a mechanical engineer. Their work uses ML to help discover organic compounds for renewable energy storage. Learn about their collaboration.
CVPR 2023 | 掩码图像建模MIM的理解、局限与扩展
编者按：掩码图像建模（Masked Image Modeling, MIM）的提出，为计算机视觉模型训练引入无监督学习做出了重要贡献。得益于 MIM 的预训练算法，计算机视觉领域在近年来持续输出着优质的研究成果。然而整个业界对 MIM 机制的研究仍存在不足。 秉持着不断扩展前沿技术边界的探索精神，微软亚洲研究院的研究员们在理解 MIM 作用机制，以及基于这些机制提升现有 MIM 算法的领域，取得了...
Microsoft at CVPR 2023: Pushing the boundaries of computer vision
| Baining Guo and Steve Lin
In the vast realm of artificial intelligence, few fields have captivated our imagination and pushed the boundaries of possibility quite like computer vision. At the core of this domain of research and innovation lies the ambition to empower technologies for…
In the news | Microsoft Research Podcast
Collaborators: Renewable energy storage with Bichlien Nguyen and David Kwabi
麻省大学副教授熊杰加盟微软亚洲研究院 ——“你相信无线感知吗？”
编者按：自2022年初，邱锂力博士从美国得克萨斯大学奥汀分校回国加入微软亚洲研究院，已有一年多的时间，在她的带领下微软亚洲研究院（上海）稳步发展，尤其围绕系统、人工智能和无线感知等领域展开了深入研究。与此同时，微软亚洲研究院持续在全球范围内引入行业杰出人才，充实科研力量，不断推动前沿技术的探索，微软亚洲研究院首席研究员熊杰博士就是其中的代表之一。 作为新兴领域，无线感知在进行着哪些有趣、新奇且超乎...
Improving Subseasonal Forecasting with Machine Learning
| Lester Mackey, Soukayna Mouatadid, Genevieve Flaspohler, and Judah Cohen
This content was previously published by Nature Portfolio and Springer Nature Communities (opens in new tab) on Nature Portfolio Earth and Environment Community (opens in new tab). Improving our ability to forecast the weather and climate is of interest to all…
CVPR 2023 | 计算机视觉顶会亮点前瞻
在知识和技术都迅速更新迭代的计算机领域中，国际计算机视觉与模式识别会议（CVPR）是计算机视觉方向的“顶级流量”，引领着学科及相关领域的研究潮流。今天我们为大家带来5篇微软亚洲研究院被 CVPR 2023 收录的论文，主题涵盖手语识别与检索、多模态生成、图像编辑、视频理解任务等。 4月，微软亚洲研究院举办了 CVPR 2023 论文分享会，点击链接直达精彩论文分享回顾。 论文链接：https://...