Invention Publication
- Patent Title: ITERATIVE OVERFITTING AND FREEZING OF DECODER-SIDE NEURAL NETWORKS
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Application No.: US17644622Application Date: 2021-12-16
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Publication No.: US20230196072A1Publication Date: 2023-06-22
- Inventor: Nannan ZOU , Francesco CRICRÌ , Honglei ZHANG , Hamed REZAZADEGAN TAVAKOLI , Jani LAINEMA , Miska Matias HANNUKSELA
- Applicant: Nokia Technologies Oy
- Applicant Address: FI Espoo
- Assignee: Nokia Technologies Oy
- Current Assignee: Nokia Technologies Oy
- Current Assignee Address: FI Espoo
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06N3/08

Abstract:
Various embodiments provide an apparatus, a method, and a computer program product. An example apparatus includes at least one processor; and at least one non-transitory memory comprising computer program code; wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to perform: determine a subset of parameters to overfit from a set of candidate parameters of decoder side neural network to be overfitted (OPs); wherein the subset of parameters to overfit is smaller than the set of candidate parameters to be overfitted; and overfit the determined subset of parameters.
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