Invention Grant
- Patent Title: Polar relative distance transformer
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Application No.: US17547680Application Date: 2021-12-10
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Publication No.: US12159478B2Publication Date: 2024-12-03
- Inventor: Yanfei Dong , Yuan Deng , Hewen Wang , Xiaodong Yu
- Applicant: PayPal, Inc.
- Applicant Address: US CA San Jose
- Assignee: PayPal, Inc.
- Current Assignee: PayPal, Inc.
- Current Assignee Address: US CA San Jose
- Agency: Greenberg Traurig, LLP
- Main IPC: G06V30/414
- IPC: G06V30/414 ; G06F40/106 ; G06F40/114 ; G06V30/148

Abstract:
A system can comprise a processor that can facilitate performance of operations, comprising accessing a document comprising a plurality of text bounding boxes, wherein each respective text bounding box of the plurality of text bounding boxes comprises respective text, for each respective text bounding box, determining respective text bounding box coordinates and respective text bounding box input embeddings, based on the respective text bounding box coordinates, determining respective text bounding box positional encodings for each respective text bounding box, based on a transformer-based deep learning model applied to the respective text bounding box input embeddings, respective text bounding box coordinates, respective text bounding box positional encodings, and bias information representative of a modification to an attention weight of the transformer-based deep learning model, determining respective output embeddings for each respective text bounding box, and based on the respective output embeddings, generating respective bounding box labels for each respective bounding box.
Public/Granted literature
- US20230186668A1 POLAR RELATIVE DISTANCE TRANSFORMER Public/Granted day:2023-06-15
Information query