公开(公告)号：US20220301216A1

公开(公告)日：2022-09-22

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: G06T7/70 ,  G06N20/00 ,  G06K9/62

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.