The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 02, 2024

Filed:

Mar. 02, 2020
Applicant:

Asapp, Inc., New York, NY (US);

Inventors:

Clemens Georg Benedict Rosenbaum, New York, NY (US);

Adrian Philip Botta, New York, NY (US);

Agustín Ismael Montero, Ciudad Autónoma de Buenos Aires, AR;

Assignee:

ASAPP, INC., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/451 (2018.01); G06N 3/084 (2023.01); G06N 20/00 (2019.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 9/451 (2018.02); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 20/00 (2019.01);
Abstract

A graphical user interface (GUI) page may be represented as GUI page encoding to facilitate processing of the GUI page in an application of GUI pages. A GUI page encoding may be computed by processing a GUI with a GUI page encoding model, and a GUI page encoding model may be trained by processing a training corpus of sequences of GUI pages. The training process may include obtaining first and second GUI pages from the training corpus, computing first and second GUI page encodings with the GUI page encoding model, computing a predicted GUI page encoding by processing the first GUI page encoding with a page predictor model, computing an error value be comparing the predicted GUI page encoding and the second GUI page encoding, and updating parameters of the GUI page encoding model by performing back propagation using the error value.


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