Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification

Semantic and goal-oriented (SGO) communication is an emerging technology that only transmits significant information for a given task. Semantic communication encounters many challenges, such as computational complexity at end users, availability of data, and privacy-preserving. This work presents a...

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Bibliographic Details
Main Authors: Eslam Eldeeb, Mohammad Shehab, Hirley Alves, Mohamed-Slim Alouini
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Transactions on Machine Learning in Communications and Networking
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10948463/
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