Invention Publication
- Patent Title: APPARATUS, METHOD AND COMPUTER PROGRAM PRODUCT FOR LEARNED VIDEO CODING FOR MACHINE
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Application No.: US18247200Application Date: 2021-09-02
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Publication No.: US20240013046A1Publication Date: 2024-01-11
- Inventor: Nam LE , Francesco CRICRÌ , Honglei ZHANG , Hamed REZAZADEGAN TAVAKOLI , Ramin GHAZNAVI YOUVALARI
- Applicant: Nokia Technologies Oy
- Applicant Address: FI Espoo
- Assignee: Nokia Technologies Oy
- Current Assignee: Nokia Technologies Oy
- Current Assignee Address: FI Espoo
- International Application: PCT/IB2021/058036 2021.09.02
- Date entered country: 2023-03-29
- Main IPC: G06N3/08
- IPC: G06N3/08

Abstract:
A method is provided for computing predetermined loss terms based on original data and decoded data; training one or more neural networks of a system by using the predetermined loss terms; updating weights for one or more of other loss terms; and determining trade-offs between predetermined objectives of the system. Corresponding apparatuses and computer program products are also provided.
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