公开(公告)号：US11960975B2

公开(公告)日：2024-04-16

申请号：US15447397

申请日：2017-03-02

Applicant: QUALCOMM Incorporated

Inventor： Dineel Sule ,  Subrato Kumar De ,  Wei Ding

IPC: G06N20/00 ,  G06F21/56

CPC classification number: G06N20/00 ,  G06F21/56

Abstract: A method for multi-instance learning (MIL)-based classification of a streaming input is described. The method includes running a first biased MIL model using extracted features from a subset of instances received in the streaming input to obtain a first classification result. The method also includes running a second biased MIL model using the extracted features to obtain a second classification result. The first biased MIL model is biased opposite the second biased MIL model. The method further includes classifying the streaming input based on the classification results of the first biased MIL model and the second biased MIL model.

公开(公告)号：US20180046941A1

公开(公告)日：2018-02-15

申请号：US15447397

申请日：2017-03-02

Applicant: QUALCOMM Incorporated

Inventor： Dineel Sule ,  Subrato Kumar De ,  Wei Ding

IPC: G06N99/00

CPC classification number: G06N20/00 ,  G06F21/56

Abstract: A method for multi-instance learning (MIL)-based classification of a streaming input is described. The method includes running a first biased MIL model using extracted features from a subset of instances received in the streaming input to obtain a first classification result. The method also includes running a second biased MIL model using the extracted features to obtain a second classification result. The first biased MIL model is biased opposite the second biased MIL model. The method further includes classifying the streaming input based on the classification results of the first biased MIL model and the second biased MIL model.