潤 深谷

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning

2025 · IEEE Transactions on Wireless Communications

Task-oriented semantic communication enhances transmission efficiency by conveying semantic information rather than exact messages. Deep learning (DL)-based semantic communication can effectively cultivate the essential semantic knowledge for semantic extraction, transmission, and interpretation by leveraging massive …