Algorithm unrolling for solving inverse problems in signal and image processing

Caroline Chaux, Abhijit Singh, Emmanuel Soubies, Vincent Y. F. Tan

Published: 21 Apr 2025, Last Modified: 21 Apr 2025AI4X 2025 OralEveryoneRevisionsBibTeXCC BY 4.0
Keywords: inverse problems, unrolled networks, hyperparameter learning, adaptive discrepancy
TL;DR: In this paper we tackle several inverse problems in signal and image processing, for which we propose innovative unrolling strategies that combined physics knowledge and learning.
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Submission Number: 206

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