公开(公告)号：WO2022272298A1

公开(公告)日：2022-12-29

申请号：PCT/US2022/073141

申请日：2022-06-24

Applicant: QUALCOMM INCORPORATED

Inventor： CAI, Hong ,  MATAI, Janarbek ,  BORSE, Shubhankar Mangesh ,  ZHANG, Yizhe ,  ANSARI, Amin ,  PORIKLI, Fatih Murat

IPC: G06T7/50 ,  G06T7/11 ,  G06N3/045 ,  G06N3/08 ,  G06T2207/10004 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30252

Abstract: Certain aspects of the present disclosure provide techniques for cross-task distillation. A depth map is generated by processing an input image using a first machine learning model, and a segmentation map is generated by processing the depth map using a second machine learning model. A segmentation loss is computed based on the segmentation map and a ground-truth segmentation map, and the first machine learning model is refined based on the segmentation loss.