Prototype Memory for Large-Scale Face Representation Learning

Face representation learning using datasets with a massive number of identities requires appropriate training methods. Softmax-based approach, currently the state-of-the-art in face recognition, in its usual “full softmax” form is not suitable for datasets with millions of pers...

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Bibliographic Details
Main Authors: Evgeny Smirnov, Nikita Garaev, Vasiliy Galyuk, Evgeny Lukyanets
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9691376/