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Found 10 papers, 3 papers with code
Coarse-to-Fine Semantic Communication Systems for Text Transmission
Achieving more powerful semantic representations and semantic understanding is one of the key problems in improving the performance of semantic communication systems.
Hybrid Digital-Analog Semantic Communications
Digital and analog semantic communications (SemCom) face inherent limitations such as data security concerns in analog SemCom, as well as leveling-off and cliff-edge effects in digital SemCom.
Semantic MIMO Systems for Speech-to-Text Transmission
Semantic communications have been utilized to execute numerous intelligent tasks by transmitting task-related semantic information instead of bits.
Towards Intelligent Communications: Large Model Empowered Semantic Communications
First, we propose a new semantic communication architecture that seamlessly integrates large models into semantic communication through the introduction of a memory module.
Semantic Communication with Memory
While semantic communication succeeds in efficiently transmitting due to the strong capability to extract the essential semantic information, it is still far from the intelligent or human-like communications.
Vector Quantized Semantic Communication System
Although analog semantic communication systems have received considerable attention in the literature, there is less work on digital semantic communication systems.
Task-Oriented Multi-User Semantic Communications
For the single-modal multi-user system, we will propose two Transformer based models, named, DeepSC-IR and DeepSC-MT, to perform image retrieval and machine translation, respectively.
Task-Oriented Multi-User Semantic Communications for VQA Task
In this letter, we consider a task-oriented multi-user semantic communication system for multimodal data transmission.
A Lite Distributed Semantic Communication System for Internet of Things
To make it affordable for IoT devices, we propose a lite distributed semantic communication system based on DL, named L-DeepSC, for text transmission with low complexity, where the data transmission from the IoT devices to the cloud/edge works at the semantic level to improve transmission efficiency.
Deep Learning Enabled Semantic Communication Systems
To justify the performance of semantic communications accurately, we also initialize a new metric, named sentence similarity.
