公开(公告)号：US11908155B2

公开(公告)日：2024-02-20

申请号：US17203607

申请日：2021-03-16

Applicant: QUALCOMM Incorporated

Inventor： John Yang ,  Yash Sanjay Bhalgat ,  Fatih Murat Porikli ,  Simyung Chang

IPC: G06F18/213 ,  G06N20/00 ,  G06T7/70

CPC classification number: G06T7/70 ,  G06F18/213 ,  G06N20/00 ,  G06T2207/20081

Abstract: Certain aspects of the present disclosure provide a method, including: processing input data with a feature extraction stage of a machine learning model to generate a feature map; applying an attention map to the feature map to generate an augmented feature map; processing the augmented feature map with a refinement stage of the machine learning model to generate a refined feature map; processing the refined feature map with a first regression stage of the machine learning model to generate multi-dimensional task output data; and processing the refined feature data with an attention stage of the machine learning model to generate an updated attention map.