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Found 3 papers, 1 papers with code
Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach
Network slicing is a key feature in 5G/NG cellular networks that creates customized slices for different service types with various quality-of-service (QoS) requirements, which can achieve service differentiation and guarantee service-level agreement (SLA) for each service type.
Text + Sketch: Image Compression at Ultra Low Rates
Recent advances in text-to-image generative models provide the ability to generate high-quality images from short text descriptions.
A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks
We propose a state-augmented parameterization for the RRM policy, where alongside the instantaneous network states, the RRM policy takes as input the set of dual variables corresponding to the constraints.
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