Arjas, Arttu; Sillanpää, Mikko J.; Hauptmann, Andreas S. Sequential model correction for nonlinear inverse problems. (English) Zbl 07784235 SIAM J. Imaging Sci. 16, No. 4, 2015-2039 (2023). MSC: 65K10 65F20 94A08 47H10 47A52 PDFBibTeX XMLCite \textit{A. Arjas} et al., SIAM J. Imaging Sci. 16, No. 4, 2015--2039 (2023; Zbl 07784235) Full Text: DOI arXiv
De Lara, Lucas; González-Sanz, Alberto; Loubes, Jean-Michel Diffeomorphic registration using Sinkhorn divergences. (English) Zbl 1518.49050 SIAM J. Imaging Sci. 16, No. 1, 250-279 (2023). MSC: 49Q22 62H12 PDFBibTeX XMLCite \textit{L. De Lara} et al., SIAM J. Imaging Sci. 16, No. 1, 250--279 (2023; Zbl 1518.49050) Full Text: DOI arXiv
Rudzusika, Jevgenija; Koehler, Thomas; Oktem, Ozan Deep learning-based dictionary learning and tomographic image reconstruction. (English) Zbl 1499.62413 SIAM J. Imaging Sci. 15, No. 4, 1729-1764 (2022). MSC: 62P10 68T07 92C55 94A08 94A12 PDFBibTeX XMLCite \textit{J. Rudzusika} et al., SIAM J. Imaging Sci. 15, No. 4, 1729--1764 (2022; Zbl 1499.62413) Full Text: DOI arXiv
Grementieri, Luca; Fioresi, Rita Model-centric data manifold: the data through the eyes of the model. (English) Zbl 1523.68079 SIAM J. Imaging Sci. 15, No. 3, 1140-1156 (2022). MSC: 68T07 53B12 53B20 68T09 PDFBibTeX XMLCite \textit{L. Grementieri} and \textit{R. Fioresi}, SIAM J. Imaging Sci. 15, No. 3, 1140--1156 (2022; Zbl 1523.68079) Full Text: DOI arXiv
González, Mario; Almansa, Andrés; Tan, Pauline Solving inverse problems by joint posterior maximization with autoencoding prior. (English) Zbl 07567489 SIAM J. Imaging Sci. 15, No. 2, 822-859 (2022). MSC: 65D18 65K10 68T05 90C26 90C25 90C30 PDFBibTeX XMLCite \textit{M. González} et al., SIAM J. Imaging Sci. 15, No. 2, 822--859 (2022; Zbl 07567489) Full Text: DOI arXiv
Wang, Bao; Nguyen, Tan; Sun, Tao; Bertozzi, Andrea L.; Baraniuk, Richard G.; Osher, Stanley J. Scheduled restart momentum for accelerated stochastic gradient descent. (English) Zbl 1492.90132 SIAM J. Imaging Sci. 15, No. 2, 738-761 (2022). MSC: 90C25 65B99 68T07 93E35 PDFBibTeX XMLCite \textit{B. Wang} et al., SIAM J. Imaging Sci. 15, No. 2, 738--761 (2022; Zbl 1492.90132) Full Text: DOI arXiv
Yin, Penghang; Zhang, Shuai; Lyu, Jiancheng; Osher, Stanley; Qi, Yingyong; Xin, Jack BinaryRelax: a relaxation approach for training deep neural networks with quantized weights. (English) Zbl 1419.90072 SIAM J. Imaging Sci. 11, No. 4, 2205-2223 (2018). MSC: 90C10 90C26 90C90 PDFBibTeX XMLCite \textit{P. Yin} et al., SIAM J. Imaging Sci. 11, No. 4, 2205--2223 (2018; Zbl 1419.90072) Full Text: DOI arXiv