Search Results for author: Jinhyuk Choi

Found 2 papers, 0 papers with code

Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication

no code implementations13 Oct 2023 Jinhyuk Choi, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim

In this method, referred to as SL with layer freezing (SLF), each encoder downloads a misaligned decoder, and locally fine-tunes a fraction of these encoder-decoder NN layers.

Decoder

Enabling AI Quality Control via Feature Hierarchical Edge Inference

no code implementations15 Nov 2022 Jinhyuk Choi, Seong-Lyun Kim, Seung-Woo Ko

Specifically, feature network is designed based on feature hierarchy, a one-directional feature dependency with a different scale.

Edge-computing

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