Artificial Intelligence
Pursuing computing advances to create intelligent machines that complement human reasoning to augment and enrich our experience and competencies.
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A generative model of biology for in-silico experimentation and discovery
Kevin Yang, Senior Researcher, Microsoft Research New England, shares how deep learning is enabling us to generate novel and useful biomolecules, allowing researchers and practitioners to better understand biology.
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Direct Nash Optimization: Teaching language models to self-improve with general preferences
Corby Rosset, Senior Researcher, Microsoft Research AI Frontiers, discusses teaching language models to self-improve using a preference oracle like GPT-4, framing it as a two-player game to find an optimal policy at a Nash equilibrium,…
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Project Aurora: The first large-scale foundation model of the atmosphere
Megan Stanley, Senior Researcher, Microsoft Research AI for Science, talks about Aurora, a cutting-edge foundation model that offers a new approach to weather forecasting that could transform our ability to predict and mitigate the impacts…
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CataractBot: An LLM-Powered Experts-in-the-Loop Chatbot for Cataract Patients
Patients need reliable health information, but the digital age overwhelms them with excess and often inaccurate information. Patients trust medical professionals the most, but time constraints restrict this communication. To bridge this gap, we at…
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Analog optical computing for sustainable AI and beyond
Presented by Francesca Parmigiani and Jiaqi Chu at Microsoft Research Forum, Episode 4 Francesca Parmigiani and Jiaqi Chu, researchers at Microsoft Research Cambridge, discuss a new kind of computer – an analog optical computer – that has the…
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Panel: Beyond Language: The future of multimodal models in healthcare, gaming, and AI
Microsoft researchers discuss the transformative potential and core challenges of multimodal models across various domains, including precision health, game intelligence, and foundation models. Microsoft researchers will share their thoughts on future directions, bridging gaps, and…
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Keynote: Phi-3-Vision: A highly capable and “small” language vision model
Jianfeng Gao, Distinguished Scientist and Vice President in Microsoft Research Redmond, introduces Phi-3-Vision, an advanced and economical open-source multimodal model. As a member of the Phi-3 model family, Phi-3-Vision enhances language models by integrating multi-sensory…
