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Xue-Cheng Tai

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Connections Between Operator-Splitting Methods and Deep Neural Networks with Applications in Image Segmentation

Journal Article

Connections Between Operator-Splitting Methods and Deep Neural Networks with Applications in Image Segmentation

Annals of Applied Mathematics, Vol. 39 (2023), Iss. 4 : pp. 406–428

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Generalization Error Analysis of Neural Networks with Gradient Based Regularization

Journal Article

Generalization Error Analysis of Neural Networks with Gradient Based Regularization

Communications in Computational Physics, Vol. 32 (2022), Iss. 4 : pp. 1007–1038

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A Level Set Representation Method for $N$-Dimensional Convex Shape and Applications

Journal Article

A Level Set Representation Method for $N$-Dimensional Convex Shape and Applications

Communications in Mathematical Research , Vol. 37 (2021), Iss. 2 : pp. 180–208

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