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Teaser image to Linear Structure of High-Level Concepts in Text-Controlled Generative Models

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AI Keynote Series

Linear Structure of High-Level Concepts in Text-Controlled Generative Models

Victor Veitch, University of Chicago

   11.01.2024

   5:15 pm - 6:45 pm

   LMU Institute of AI in Management via zoom

Text controlled generative models (such as large language models or text-to-image diffusion models) operate by embedding natural language into a vector representation, then using this representation to sample from the model’s output space. This talk concerns how high-level semantics are encoded in the algebraic structure of representations.

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Link to Additive Density-on-Scalar Regression in Bayes Hilbert Spaces with an Application to Gender Economics

 

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Additive Density-on-Scalar Regression in Bayes Hilbert Spaces With an Application to Gender Economics

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Link to Experimental Designs for A/B Testing in Marketplaces

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AI Keynote Series  •  09.01.2025  •  Online via Zoom

Experimental Designs for a/B Testing in Marketplaces

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