METHOD AND APPARATUS WITH DYNAMIC CONVOLUTION

The present disclosure concerns a method with dynamic convolution comprising: determining kernel adaptation weights corresponding to weight matrices in a category set represented by a plurality of predetermined discrete values; determining a unified kernel based on the weight matrices and the kernel...

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Bibliographic Details
Main Authors JUNG, Sangil, PARK, Seungin, YOO, Byung in
Format Patent
LanguageEnglish
French
German
Published 29.03.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:The present disclosure concerns a method with dynamic convolution comprising: determining kernel adaptation weights corresponding to weight matrices in a category set represented by a plurality of predetermined discrete values; determining a unified kernel based on the weight matrices and the kernel adaptation weights corresponding to the weight matrices; and performing a convolution operation based on the unified kernel. The present disclosure further concerns a method with dynamic convolution comprising determining discrete valued kernel adaptation weights for weight matrices based on input data, determining a unified kernel based on the weight matrices and the kernel adaptation weights corresponding to the weight matrices, and generating an output by performing convolution between the input data and the unified kernel.
Bibliography:Application Number: EP20220182371