Causal semantic communication for digital twins: A generalizable imitation learning approach
A digital twin (DT) leverages a virtual representation of the physical world, along with
communication (eg, 6G), computing (eg, edge computing), and artificial intelligence (AI) …
communication (eg, 6G), computing (eg, edge computing), and artificial intelligence (AI) …
Neuro-symbolic causal reasoning meets signaling game for emergent semantic communications
Semantic communication (SC) is an effective approach to communicate reliably with minimal
data transfer while simultaneously providing seamless connectivity. In this paper, a novel …
data transfer while simultaneously providing seamless connectivity. In this paper, a novel …
Enhancing Semantic Communication with Deep Generative Models--An ICASSP Special Session Overview
E Grassucci, Y Mitsufuji, P Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Semantic communication is poised to play a pivotal role in shaping the landscape of future
AI-driven communication systems. Its challenge of extracting semantic information from the …
AI-driven communication systems. Its challenge of extracting semantic information from the …
Two-way semantic communications without feedback
Semantic communications can significantly improve transmission efficiency, especially in the
low signal-to-noise (SNR) regime. However, two-way semantic communications still remain …
low signal-to-noise (SNR) regime. However, two-way semantic communications still remain …
Less data, more knowledge: Building next generation semantic communication networks
Semantic communication is viewed as a revolutionary paradigm that can potentially
transform how we design and operate wireless communication systems. However, despite a …
transform how we design and operate wireless communication systems. However, despite a …
Imitation learning-based implicit semantic-aware communication networks: Multi-layer representation and collaborative reasoning
Semantic communication has recently attracted significant interest from both industry and
academia due to its potential to transform the existing data-focused communication …
academia due to its potential to transform the existing data-focused communication …
Generative AI meets semantic communication: Evolution and revolution of communication tasks
While deep generative models are showing exciting abilities in computer vision and natural
language processing, their adoption in communication frameworks is still far …
language processing, their adoption in communication frameworks is still far …
Generative Al-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts
Semantic communication (SemCom) holds promise for reducing network resource
consumption while achieving the communications goal. However, the computational …
consumption while achieving the communications goal. However, the computational …
Reasoning over the air: A reasoning-based implicit semantic-aware communication framework
Semantic-aware communication is a novel paradigm that draws inspiration from human
communication focusing on the delivery of the meaning of messages. It has attracted …
communication focusing on the delivery of the meaning of messages. It has attracted …
Deep learning-empowered semantic communication systems with a shared knowledge base
Deep learning-empowered semantic communication is regarded as a promising candidate
for future 6G networks. Although existing semantic communication systems have achieved …
for future 6G networks. Although existing semantic communication systems have achieved …