TOAST couples Swin Transformer JSCC with EDM latent denoising, DQN-based task balancing, and LoRA adapters to adapt image transmission to dynamic wireless channels.
6G networks: Beyond shannon towards semantic and goal-oriented communications,
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TOAST: Task-Oriented Adaptive Semantic Transmission over Dynamic Wireless Environments
TOAST couples Swin Transformer JSCC with EDM latent denoising, DQN-based task balancing, and LoRA adapters to adapt image transmission to dynamic wireless channels.