No Priors: Artificial Intelligence | Technology | Startups cover image

Building the factories of the future with Covariant CEO Peter Chen

No Priors: Artificial Intelligence | Technology | Startups

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Learning Grounded Multimodal Understanding from Image and Text Pairs

Multimodal models can be trained using image and text pairs found on the Internet to develop a grounded understanding of concepts. By analyzing large amounts of data, these models can start to associate visual and symbolic concepts with real-world objects such as apples. However, for robotics to improve, it is essential to collect data that captures missing information such as the physical properties and interactions of the objects.

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