Publication number: 20250094838
Abstract: An example technique for image analysis is provided. An example image analysis method includes obtaining an instructive sequence descriptive of an instructive query, an instructive response, and an instructive trace of intermediate states from the instructive query to the instructive response. The example image analysis method includes inputting, to a machine-learned model, the instructive sequence and an operative image processing query that comprises image data, wherein the machine-learned model is configured to process the operative query with attention over the instructive sequence. The example method can include generating, using the machine-learned model and responsive to the operative query, an operative image processing response that comprises an analysis of the image data.
Type:
Application
Filed:
December 3, 2024
Publication date:
March 20, 2025
Inventors:
Jason Weng Wei, Dengyong Zhou, Xuezhi Wang, Dale Eric Schuurmans, Quoc V. Le, Maarten Paul Bosma, Ed Huai-Hsin Chi, Olivier Jean Andrè Bousquet, Le Hou, Charles Aloysius Sutton, Nathanael Martin Schärli, Nathan Kemp Sekiguchi Scales, Augustus Quadrozzi Odena, Sharan Ajit Narang, Guy Gur-Ari Krakover, Aakanksha Chowdhery, David Martin Dohan, Aitor Lewkowycz, Jacob Austin, Henryk Michalewski, David Luan, David J. Bieber, Anders Johan Andreassen, Maxwell Isaac Nye