Generative ai-driven semantic communication networks: Architecture, technologies and applications
Generative artificial intelligence (GAI) has emerged as a rapidly burgeoning field
demonstrating significant potential in creating diverse contents intelligently and …
demonstrating significant potential in creating diverse contents intelligently and …
Generative AI for semantic communication: Architecture, challenges, and outlook
Semantic communication (SemCom) is expected to be a core paradigm in future
communication networks, yielding significant benefits in terms of spectrum resource saving …
communication networks, yielding significant benefits in terms of spectrum resource saving …
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 …
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 …
A Wireless AI-Generated Content (AIGC) Provisioning Framework Empowered by Semantic Communication
Generative AI applications are recently catering to a vast user base by creating diverse and
high-quality AI-generated content (AIGC). With the proliferation of mobile devices and rapid …
high-quality AI-generated content (AIGC). With the proliferation of mobile devices and rapid …
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 …
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 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 …
Semantic communications: A new paradigm for networked intelligence
Wireless communications are envisioned to shift from “connected things” to
“connected/networked intelligence”, which is featured by proliferating intelligent objects …
“connected/networked intelligence”, which is featured by proliferating intelligent objects …
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 …