Responsible AI: The research collaboration behind new open-source tools offered by Microsoft
As computing and AI advancements spanning decades are enabling incredible opportunities for people and society, they’re also raising questions about responsible development and deployment. For example, the machine learning models powering AI systems may not…
How Does In-Context Learning Help Prompt Tuning?
Rodin Diffusion: A Generative Model for Sculpting 3D Digital Avatars
A Generative Model for Sculpting 3D Digital Avatars We propose a 3D generative model that uses diffusion models to automatically generate 3D digital avatars represented as neural radiance fields. A significant challenge in generating such…
The Winner Presentation: NeurIPS competition 2022 OGB Large-Scale Challenge (OGB-LSC)
The presentation starts from 2:37:30.
Research Focus: Week of February 20, 2023
Welcome to Research Focus, a new series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Many real-world applications require sequential decision making,…
Physics of AI
We propose an approach to the science of deep learning that roughly follows what physicists do to understand reality: (1) explore phenomena through controlled experiments, and (2) build theories based on toy mathematical models and…