SensorLM: Learning the Language of Wearable Sensors

GDG AI for Science - Australia

Learn the details and capabilities of a new AI model built from "wearable" sensor data

Sep 22, 11:00 PM – Sep 23, 12:00 AM (UTC)

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Key Themes

AIDataGeminiMachine Learning

About this event

We present SensorLM, a new family of sensor-language foundation models that bridges the gap between sensor signals and human language. We will discuss the hierarchical pipeline for automatic sensor-text data annotation, the pre-training methods, and the model's zero-shot and few-shot learning, cross-modal retrieval, and caption generation capabilities. We will explore how SensorLM translates complex sensor signals into meaningful insights, opening the door to a new generation of personalized health and wellness applications.

Speaker

  • Yuzhe Yang

    Google / UCLA

    Visiting Faculty Researcher

Organizers

  • Susan Wei

    Monash University

    Organizer

  • Pablo Rozas Larraondo

    Haizea Analytics

    Organizer

  • Lifi Huang

    Monash University

    Organizer

  • Mauricio Marrone

    Macquarie University

    Macquarie University

  • David Kainer

    The University of Queensland

    University of Queensland

  • Nathaniel Butterworth

    Google

    Science Catalyst Program Manager

  • Kunal Ostwal

    University of Sydney

    University of Sydney

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