If you have some troubles to reproduce some results, some questions regarding the code or even find a bug, please open directly an issue in this repository. If your questions concern some technical ...

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Abstract: In this paper, we propose a new graph-based transform and illustrate its potential application to signal compression. Our approach relies on the careful design of a graph that optimizes the ...

Abstract: Graph-based Transform is one of the recent transform coding methods which has been used successfully in the state-of-art data decorrelation applications. In this paper, we propose a ...

The prediction of the properties of crystal materials has always been a core issue in materials science and solid-state physics. With the rapid development of computer simulation techniques and ...

I call the the tool with the following configuration: $tbin --in_graph=$in_graph --out_graph=$out_graph_clean_quant --inputs=$inputs --outputs=$outputs --transforms ...

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In this letter, we provide a theoretical analysis of optimal predictive transform coding based on the Gaussian Markov random field (GMRF) model. It is shown that the eigen-analysis of the precision ...

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