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1. semantic-alignment-mimo semantic-alignment-mimo Public

   This repo implements a MIMO-based method for semantic communications, learning precoder/decoder pairs to compress latent spaces and align semantics across devices. Includes both a linear ADMM-based…

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2. multi-agent-semantic-alignment multi-agent-semantic-alignment Public

   This repository tackles latent space misalignment in multi-agent AI-native semantic communications. It introduces a federated approach where an access point shares a semantic encoder, while user de…

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3. topological-dictionary-learning topological-dictionary-learning Public

   Offical repository for the paper "Topological Dictionary Learning"

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4. calsep calsep Public

   Code implementation of the paper "Causal Abstraction Learning based on the Semantic Embedding Principle"

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5. DJSCC-Semantic-Equalization DJSCC-Semantic-Equalization Public

   Implements semantic equalization for DeepJSCC, addressing mismatched latent spaces between transmitter and receiver models. Evaluates linear, neural, and zero-shot equalizers for aligning heterogen…

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6. semantic-dict-sheaf semantic-dict-sheaf Public

   This repository implements a dictionary-driven, sheaf-based semantic communication framework for heterogeneous AI agents, learning both the communication topology and sheaf maps for latent-space al…

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