3 papers
cs.CV2025
VLF-MSC: Vision-Language Feature-Based Multimodal Semantic Communication System
Gwangyeon Ahn, Jiwan Seo, Joonhyuk Kang
We propose Vision-Language Feature-based Multimodal Semantic Communication (VLF-MSC), a unified system that transmits a single compact vision-language representation to support bot…
eess.SP2025
Multi-Rate Task-Oriented Communication for Multi-Edge Cooperative Inference
Dongwon Kim, Jiwan Seo, Joonhyuk Kang
The integration of artificial intelligence (AI) with the Internet of Things (IoT) enables task-oriented communication for multi-edge cooperative inference system, where edge device…
cs.LG2025
Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models
Jiwan Seo, Joonhyuk Kang
Learning discrete representations with vector quantization (VQ) has emerged as a powerful approach in various generative models. However, most VQ-based models rely on a single, fix…