Invention Application
- Patent Title: VIDEO REPRESENTATION LEARNING
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Application No.: US17454743Application Date: 2021-11-12
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Publication No.: US20220156514A1Publication Date: 2022-05-19
- Inventor: Kirill GAVRILYUK , Mihir JAIN , Cornelis Gerardus Maria SNOEK
- Applicant: QUALCOMM Technologies, Inc.
- Applicant Address: US CA San Diego
- Assignee: QUALCOMM Technologies, Inc.
- Current Assignee: QUALCOMM Technologies, Inc.
- Current Assignee Address: US CA San Diego
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06K9/46 ; G06K9/00 ; G06N3/08

Abstract:
Certain aspects of the present disclosure provide techniques for training a first model based on a first labeled video dataset; generating a plurality of action-words based on output generated by the first model processing motion data in videos of an unlabeled video dataset; defining labels for the videos in the unlabeled video dataset based on the generated action-words; and training a second model based on the labels for the videos in the unlabeled video dataset.
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