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Aqua: Automatic Quantization
Project Aqua develops tools for automatic quantization of LLMs TBD
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Project
Information Contrastive Learning (I-Con)
Discovering a periodic table of machine learning connecting over 23 different methods As the field of representation learning grows, there has been a proliferation of different loss functions to solve different classes of problems. We…
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Fostering appropriate reliance on AI
This project aims to inform UX interventions for fostering appropriate reliance on generative AI systems by: See also: Appropriate reliance research initiative
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Sonora: Human-AI Co-Creation of 3D Audio Worlds
Sonora is a novel AI-powered system developed by Microsoft Research that enables real-time, voice-driven creation and navigation of immersive 3D audio environments. Designed to promote relaxation and reduce anxiety, Sonora blends cutting-edge AI technologies—including large…
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Multimodal HLS Foundation Models
Healthcare AI Models (opens in new tab) The Healthcare AI Model group is dedicated to revolutionizing healthcare through the development and deployment of advanced multimodal artificial intelligence (AI) solutions. Our mission is to bridge the…
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African Health Stories
Leveraging generative AI to create interactive visual, oral and text stories to guide people living with Type II Diabetes on lifestyle changes
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SeCom: On Memory Construction & Retrieval for Personalized Conversational Agents
On Memory Construction & Retrieval for Personalized Conversational Agents How can conversational agents better retain and retrieve past interactions for more coherent and personalized experiences? Our latest work – SeCom on Memory Construction & Retrieval…
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Semantic Telemetry
AI has transformed how we interact with technology, moving from traditional graphical interfaces to language-based, collaborative systems. To measure these new human-AI interactions, we developed Semantic Telemetry, which analyzes natural language to classify and quantify…
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AI For Life @ Microsoft Research Asia – Shanghai
@ Microsoft Research Asia – Shanghai Our team is exploring innovative solutions to promote well-being. We begin with pioneering continuous monitoring systems, achieved through hardware–software co-design, and extend our work with the AI+Brain initiative, which…
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ReMe: A Cognitive Training Framework
A Cognitive Training Framework With the emergence of new capabilities in ambient sensing technology and Large Language Models, we were inspired to create ReMe, a personalized cognitive training framework designed to create AI chatbots that…