Results 1 to 10 of about 11,744,797 (332)
Fixed-point Factorized Networks [PDF]
Computer Vision and Pattern Recognition, 2017 In recent years, Deep Neural Networks (DNN) based methods have achieved remarkable performance in a wide range of tasks and have been among the most powerful and widely used techniques in computer vision. However, DNN-based methods are both computational-
Cheng, Jian, Wang, Peisong
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Feasibility-based fixed point networks [PDF]
Fixed Point Theory and Algorithms for Sciences and Engineering, 2021 Inverse problems consist of recovering a signal from a collection of noisy measurements. These problems can often be cast as feasibility problems; however, additional regularization is typically necessary to ensure accurate and stable recovery with ...
Howard Heaton +3 more
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Regularization by Denoising via Fixed-Point Projection (RED-PRO) [PDF]
SIAM Journal of Imaging Sciences, 2020 Inverse problems in image processing are typically cast as optimization tasks, consisting of data fidelity and stabilizing regularization terms. A recent regularization strategy of great interest utilizes the power of denoising engines.
Regev Cohen, Michael Elad, P. Milanfar
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Fixed Point Strategies in Data Science [PDF]
IEEE Transactions on Signal Processing, 2020 The goal of this article is to promote the use of fixed point strategies in data science by showing that they provide a simplifying and unifying framework to model, analyze, and solve a great variety of problems.
P. Combettes, J. Pesquet
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Scientific Reports, 2021 This article focused on the comparative study of entropy generation for natural convection flow of the newly proportional Caputo hybrid and Atangana baleanu fractional derivative.
Dolat khan +2 more
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IEEE Access, 2021 In this paper, we propose an inertial derivative-free projection method for solving convex constrained nonlinear monotone operator equations (CNME). The method incorporates the inertial step with an existing method called derivative-free projection (DFPI)
Auwal Bala Abubakar +2 more
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Scientific Reports, 2023 Engine Oil is a widely used fluid in engineering problems, particularly to enhance the rate of heat transfer when these working fluids play a fundamental role.
Muhammad Arif +3 more
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Fixed point theorems for enriched Kannan mappings in CAT(0) spaces
Fixed Point Theory and Algorithms for Sciences and Engineering, 2023 We present enriched Kannan and enriched Bianchini mappings in the framework of unique geodesic spaces. For such mappings, we establish the existence and uniqueness of a fixed point in the setting of CAT(0) spaces and show that an appropriate ...
A. Y. Inuwa +3 more
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On Hilfer generalized proportional fractional derivative
Advances in Difference Equations, 2020 Motivated by the Hilfer and the Hilfer–Katugampola fractional derivative, we introduce in this paper a new Hilfer generalized proportional fractional derivative, which unifies the Riemann–Liouville and Caputo generalized proportional fractional ...
Idris Ahmed +4 more
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Strong convergence theorems for fixed point of multi-valued mappings in Hadamard spaces
Journal of Inequalities and Applications, 2022 With the help of CN-inequality, we study fixed point of multi-valued mappings with closed bounded images and establish some strong convergence theorems involving a countable family of demicontractive mappings in Hadamard spaces.
Sani Salisu +2 more
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