Search Results for author: Yiğit Berkay Uslu

Found 2 papers, 1 papers with code

Text + Sketch: Image Compression at Ultra Low Rates

1 code implementation4 Jul 2023 Eric Lei, Yiğit Berkay Uslu, Hamed Hassani, Shirin Saeedi Bidokhti

Recent advances in text-to-image generative models provide the ability to generate high-quality images from short text descriptions.

Image Compression

A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks

no code implementations28 Oct 2022 Yiğit Berkay Uslu, Navid Naderializadeh, Mark Eisen, Alejandro Ribeiro

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.

Management

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