Translating the Visual Dialogue of AI with Transformers
Episode 10, Nov 08, 2023, 08:30 AM
In this episode, the Paper Club Podcast unpacks the transformative impact of 'register tokens' on vision transformers, highlighting their crucial role in enhancing AI's visual processing and model interpretability.
Join us on the Paper Club Podcast where our hosts, Rafael Herrera and Marcia Oliveira, delve into the cutting-edge world of data science. This episode features Sonia Marques, a seasoned data scientist and Generative AI Ambassador from Deeper Insights, as they explore the transformative paper "Vision Transformers Need Registers'' from the FAIR team at META and the INRIA research group in France.
The podcast examines the intricacies of vision transformers, traditionally used in natural language processing, now making waves in computer vision. The discussion illuminates the paper's innovative analysis of how these transformers handle complex visual data, revealing some of the processes that occur in the AI black box.
We also extend a special thank you to the research teams at FAIR, Meta, and INRIA for developing this month’s paper. If you are interested in reading the paper for yourself, please check this link: https://arxiv.org/pdf/2309.16588.pdf.
For more information on all things artificial intelligence, machine learning, and engineering for your business, please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.
The podcast examines the intricacies of vision transformers, traditionally used in natural language processing, now making waves in computer vision. The discussion illuminates the paper's innovative analysis of how these transformers handle complex visual data, revealing some of the processes that occur in the AI black box.
We also extend a special thank you to the research teams at FAIR, Meta, and INRIA for developing this month’s paper. If you are interested in reading the paper for yourself, please check this link: https://arxiv.org/pdf/2309.16588.pdf.
For more information on all things artificial intelligence, machine learning, and engineering for your business, please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.