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    8 repositories

    • semantic-alignment-via-sim

      Public
      This repository contains the implementation of our over-the-air semantic alignment framework using stacked intelligent metasurfaces (SIMs), which aligns latent …
      Python
      •
      MIT License
      •4•0•0•0•Updated Apr 6, 2026Apr 6, 2026

    • 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 sha…
      Python
      •
      MIT License
      •2•0•0•0•Updated Mar 2, 2026Mar 2, 2026

    • semantic-dict-sheaf

      Public
      This repository implements a dictionary-driven, sheaf-based semantic communication framework for heterogeneous AI agents, learning both the communication topolo…
      Python
      •
      MIT License
      •2•0•0•0•Updated Dec 4, 2025Dec 4, 2025

    • 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 devic…
      Python
      •
      MIT License
      •3•0•0•0•Updated Nov 25, 2025Nov 25, 2025

    • .github

      Public
      1•1•0•0•Updated Nov 24, 2025Nov 24, 2025

    • DJSCC-Semantic-Equalization

      Public
      Implements semantic equalization for DeepJSCC, addressing mismatched latent spaces between transmitter and receiver models. Evaluates linear, neural, and zero-s…
      Python
      •
      MIT License
      •2•0•0•0•Updated Nov 3, 2025Nov 3, 2025

    • topological-dictionary-learning

      Public
      Offical repository for the paper "Topological Dictionary Learning"
      Python
      •
      MIT License
      •1•0•0•0•Updated Oct 12, 2025Oct 12, 2025

    • calsep

      Public
      Code implementation of the paper "Causal Abstraction Learning based on the Semantic Embedding Principle"
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated May 5, 2025May 5, 2025
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