Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Outil
BatteryML
Official code and data repository of “BatteryML: An Open-Source Tool for Machine Learning on Battery Degradation” (ICLR 2024). Please star, watch, and fork BatteryML for the active updates! We appreciate any questions and suggestions! Our…
Publication
Health and Wealth in America
Vidéo
Generative AI and Plural Governance: Mitigating Challenges and Surfacing Opportunities
Presented by Madeleine Daepp and Vanessa Gathecha at Microsoft Research Forum, Season 1, Episode 2 Madeleine Daepp talked about the potential impacts and challenges of generative AI in a year with over 70 major global elections, and AI…
Vidéo
GigaPath: Foundation Model for Digital Pathology
Presented by Naoto Usuyama at Microsoft Research Forum, Season 1, Episode 2 Naoto Usuyama proposed GigaPath, a novel approach for training large vision transformers for gigapixel pathology images, utilizing a diverse real-world cancer patient dataset, with the goal…
Vidéo
Getting Modular with Language Models: Building, Reusing a Library of Experts for Task Generalization
Presented by Alessandro Sordoni at Microsoft Research Forum, Season 1, Episode 2 Alessandro Sordoni shared recent efforts on building and re-using large collections of expert language models to improve zero-shot and few-shot generalization to unseen tasks.
Vidéo
The Metacognitive Demands and Opportunities of Generative AI
Presented by Lev Tankelevitch at Microsoft Research Forum, Season 1, Episode 2 Lev Tankelevitch explored how metacognition—the psychological capacity to monitor and regulate one’s cognitive processes—provides a valuable perspective for comprehending and addressing the usability challenges of generative…
