公开(公告)号：US11880648B2

公开(公告)日：2024-01-23

申请号：US17456143

申请日：2021-11-22

Applicant: ADOBE INC.

Inventor： Aparna Garimella ,  Sumit Shekhar ,  Bhanu Prakash Reddy Guda ,  Vinay Aggarwal ,  Vlad Ion Morariu ,  Ashutosh Mehra

IPC: G06F40/174 ,  G06F40/30 ,  G06F40/284 ,  G06N3/045

CPC classification number: G06F40/174 ,  G06F40/284 ,  G06F40/30 ,  G06N3/045

Abstract: Embodiments provide systems, methods, and computer storage media for extracting semantic labels for field widgets of form fields in unfilled forms. In some embodiments, a processing device accesses a representation of a fillable widget of a form field of an unfilled form. The processing device generates an encoded input representing text and layout of a sequence of tokens in a neighborhood of the fillable widget. The processing device uses a machine learning model to extract a semantic label representing a field type of the fillable widget in view of the encoded input. The processing device causes execution of an action using the semantic label.

公开(公告)号：US11836172B2

公开(公告)日：2023-12-05

申请号：US17354954

申请日：2021-06-22

Applicant: ADOBE INC.

Inventor： Fan Du ,  Zening Qu ,  Vasanthi Swaminathan Holtcamp ,  Tak Yeon Lee ,  Sungchul Kim ,  Saurabh Mahapatra ,  Sana Malik Lee ,  Ryan A. Rossi ,  Nikhil Belsare ,  Eunyee Koh ,  Andrew Thomson ,  Sumit Shekhar

IPC: G06F16/33 ,  G06N5/046 ,  G06F16/338

CPC classification number: G06F16/3344 ,  G06F16/338 ,  G06F16/3346 ,  G06N5/046

Abstract: Methods, computer systems, computer-storage media, and graphical user interfaces are provided for facilitating data visualization generation. In one implementation, dataset intent data, visual design intent data, and insight intent data determined from a user input natural language query are obtained. A set of candidate intent recommendations is generated using various combinations of the dataset intent data, visual design intent data, and insight intent data. Each of the candidate intent recommendations is incorporated into a set of visualization templates to determine eligibility of the candidate intent recommendations. For eligible candidate intent recommendations, a score associated with a corresponding visualization template is determined. Based on the scores, a candidate intent recommendation and corresponding visualizations template is selected to use as a visual recommendation for presenting a data visualization.

公开(公告)号：US10853887B2

公开(公告)日：2020-12-01

申请号：US15277136

申请日：2016-09-27

Applicant: Adobe Inc.

Inventor： Gaurush Hiranandani ,  Tanya Goyal ,  Sumit Shekhar ,  Payal Bajaj

IPC: G06Q40/00 ,  G06Q20/02 ,  G06Q20/12 ,  G06Q20/40

Abstract: Techniques and systems for determining paywall metrics are described. In an implementation, a candidate paywall metric is created that corresponds to an increased propensity of users to engage in a paid transaction when exposed to a paywall. In this way, providers of digital content may increase the proportion of users that perform a transaction when exposed to the paywall.

公开(公告)号：US10601953B2

公开(公告)日：2020-03-24

申请号：US15273580

申请日：2016-09-22

Applicant: Adobe Inc.

Inventor： Payal Bajaj ,  Sumit Shekhar ,  Lakshmi Shivalingaiah ,  George Horia Galatanu

IPC: H04L29/08

Abstract: Various embodiments disambiguate users who share media content accounts to provide persona-based experience individualization. Personas correspond to commonly observed channel watching patterns among media content customers. Decomposition of the media content account into personas is achieved by analyzing many accounts, e.g., millions of accounts, on media content platforms. By analyzing accounts, a recommendation system can individualize the channel watching experience in media content accounts.

公开(公告)号：US11907643B2

公开(公告)日：2024-02-20

申请号：US17732920

申请日：2022-04-29

Applicant: ADOBE INC.

Inventor： Sumit Shekhar ,  Tanvi V. Karandikar ,  Nethraa Sivakumar ,  Shelly Jain ,  Himanshu Maheshwari ,  Vinay Aggarwal ,  Navita Goyal

IPC: G06F40/137 ,  G06F40/295 ,  G06V30/416 ,  G06V30/413 ,  G06F40/20 ,  G06N20/00

CPC classification number: G06F40/137 ,  G06F40/20 ,  G06F40/295 ,  G06N20/00 ,  G06V30/413 ,  G06V30/416

Abstract: Embodiments of the technology described herein are directed to a persona-specific navigation interface for a document. Initially, a user may select a persona associated with a document through a document navigation interface. A machine-learning model may identify an interest within a portion of the document. The interest may be mapped to the persona. A navigation interface that includes a navigable link to the portion of the document is generated and output for display. A user interaction with the navigable link is received. In response to the interaction, the portion of the document corresponding to the navigable link is output for display.

公开(公告)号：US20220277136A1

公开(公告)日：2022-09-01

申请号：US17188302

申请日：2021-03-01

Applicant: Adobe Inc.

Inventor： Sumit Shekhar ,  Vedant Raval ,  Tripti Shukla ,  Simarpreet singh Saluja ,  Paridhi Maheshwari ,  Divyam Gupta

IPC: G06F40/186 ,  G06F40/106 ,  G06N3/04 ,  G06K9/62

Abstract: Certain embodiments involve a template-based redesign of documents based on the contents of documents. For instance, a computing system selects a template for modifying an input document. To do so, the computing system uses a generative adversarial network to generate an interpolated layout image from an input layout image, which represents the input document, and a template layout image, which represents the selected template. The computing system matches the input element to an interpolated element from the interpolated layout image. The computing system generates an output document by, for example, modifying a layout of the input document to match the interpolated layout image, such as by fitting the input element into a shape of the interpolated element.

公开(公告)号：US11386114B2

公开(公告)日：2022-07-12

申请号：US17076484

申请日：2020-10-21

Applicant: Adobe Inc.

Inventor： Hrituraj Singh ,  Sumit Shekhar

IPC: G06F16/26 ,  G06F40/284 ,  G06F16/248 ,  G06F16/2455 ,  G06F16/242 ,  G06K9/00 ,  G06V30/422

Abstract: Embodiments are disclosed for determining an answer to a query associated with a graphical representation of data. In particular, in one or more embodiments, the disclosed systems and methods comprise obtaining a visual embedding for a graphical representation of data, the visual embedding representing a plurality of graphical elements. The one or more embodiment further include obtaining a query embedding for a query associated with the graphical representation of data, the query embedding representing a plurality of textual elements of the query with at least one textual element substituted with an identifier for at least one graphical element of the set of graphical elements. The one or more embodiment further include generating a chart sequence from the visual embedding and a query sequence from the query embedding, generating an output sequence based on the graph and the query sequences, and determining an answer to the query from the output sequence.

公开(公告)号：US11288324B2

公开(公告)日：2022-03-29

申请号：US16749044

申请日：2020-01-22

Applicant: ADOBE INC.

Inventor： Sumit Shekhar ,  Ritwick Chaudhry ,  Utkarsh Gupta ,  Prann Bansal ,  Ajay Shridhar Joshi

IPC: G06F17/00 ,  G06F16/903 ,  G06F16/9032 ,  G06N3/08

Abstract: A method, apparatus, and non-transitory computer readable medium for chart question answering are described. The method, apparatus, and non-transitory computer readable medium may receive a text query about a chart, identify a plurality of chart elements in the chart, associate a text string from the text query with corresponding chart elements from the plurality of chart elements, replace the text string in the text query with arbitrary rare words based on the association to produce an encoded query, generate an embedded query based on the encoded query, generate an image feature vector based on the chart, combine the embedded query and the image feature vector to produce a combined feature vector, compute an answer probability vector based on the combined feature vector, and provide an answer to the text query based on the answer probability vector.

公开(公告)号：US20230351096A1

公开(公告)日：2023-11-02

申请号：US17732920

申请日：2022-04-29

Applicant: ADOBE INC.

Inventor： Sumit Shekhar ,  Tanvi V. Karandikar ,  Nethraa Sivakumar ,  Shelly Jain ,  Himanshu Maheshwari ,  Vinay Aggarwal ,  Navita Goyal

IPC: G06F40/137 ,  G06V30/416 ,  G06F40/295

CPC classification number: G06F40/137 ,  G06V30/416 ,  G06F40/295

Abstract: Embodiments of the technology described herein are directed to a persona-specific navigation interface for a document. Initially, a user may select a persona associated with a document through a document navigation interface. A machine-learning model may identify an interest within a portion of the document. The interest may be mapped to the persona. A navigation interface that includes a navigable link to the portion of the document is generated and output for display. A user interaction with the navigable link is received. In response to the interaction, the portion of the document corresponding to the navigable link is output for display.

公开(公告)号：US11782576B2

公开(公告)日：2023-10-10

申请号：US17161770

申请日：2021-01-29

Applicant: Adobe Inc.

Inventor： Camille Harris ,  Zening Qu ,  Sana Lee ,  Ryan Rossi ,  Fan Du ,  Eunyee Koh ,  Tak Yeon Lee ,  Sungchul Kim ,  Handong Zhao ,  Sumit Shekhar

IPC: G06F3/0482 ,  G06F17/15 ,  G06F3/04845

CPC classification number: G06F3/0482 ,  G06F3/04845 ,  G06F17/15

Abstract: In some embodiments, a data visualization system detects insights from a dataset and computes insight scores for respective insights. The data visualization system further computes insight type scores, from the insight scores, for insight types in the detected insights. The data visualization system determines a selected insight type for the dataset having a higher insight type score than unselected insight types and determines, for the selected insight type, a set of selected insights that have higher insight scores than unselected insights. The data visualization system determines insight visualizations for the set of selected insights and generates, for inclusion in a user interface of the data visualization system, selectable interface elements configured for invoking an editing tool for updating the determined insight visualizations from the dataset. The selectable interface elements are arranged in the user interface according to the insight scores of the set of selected insights.