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Wavelets in the deep learning era

Sparsity based methods, such as wavelets, have been state-of-the-art for more than 20 years for inverse problems before being overtaken by neural networks. In particular, U-nets have proven to be extremely effective. Their main ingredients are a …

Benchmarking proximal methods acceleration enhancements for CS-acquired MR image analysis reconstruction