Hierarchical disentangled representation for image denoising and beyond

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Wenchao Du, Hu Chen, Yi Zhang, Hongyu Yang

Published: 2024, Last Modified: 05 Mar 2025Image Vis. Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Explore the idea of disentangled learning to solve ambiguous inverse problems with a more feasible bijective mapping.•Construct a hierarchical disentangled architecture, and achieve a better trade-off between performance and computational costs.•Powerful ability to solve diverse image restoration.