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cs.NI2024
Fast and Scalable Network Slicing by Integrating Deep Learning with Lagrangian Methods
Tianlun Hu, Qi Liao, Qiang Liu +2
Network slicing is a key technique in 5G and beyond for efficiently supporting diverse services. Many network slicing solutions rely on deep learning to manage complex and high-dim…
cs.IT2024
AdaSem: Adaptive Goal-Oriented Semantic Communications for End-to-End Camera Relocalization
Qi Liao, Tze-Yang Tung
Recently, deep autoencoders have gained traction as a powerful method for implementing goal-oriented semantic communications systems. The idea is to train a mapping from the source…