DECONET: an Unfolding Network for Analysis-based Compressed Sensing with Generalization Error Bounds
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DOI: 10.1109/tsp.2023.3272286
Abstract: We present a new deep unfolding network for analysis-sparsity-based Compressed Sensing. The proposed network coined Decoding Network (DECONET) jointly learns a decoder that reconstructs vectors from their incomplete, noisy measurements and a redundant sparsifying analysis… read more here.
Keywords: network; deconet; based compressed; unfolding network ... See more keywords