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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 326–347 of 347 papers

TitleStatusHype
Accelerating Part-Scale Simulation in Liquid Metal Jet Additive Manufacturing via Operator Learning—0
Diffeomorphically Learning Stable Koopman OperatorsCode0
Improved Model based Deep Learning using Monotone Operator Learning (MOL)—0
Solving PDE-constrained Control Problems Using Operator Learning—0
Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators—0
Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future—0
One-shot learning for solution operators of partial differential equations—0
Learning the Update Operator for 2D/3D Image Registration—0
Importance Weight Estimation and Generalization in Domain Adaptation under Label ShiftCode0
On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators—0
Towards Scalable Koopman Operator Learning: Convergence Rates and A Distributed Learning Algorithm—0
Convolutional Analysis Operator Learning: Dependence on Training DataCode0
Analysis of Fast Structured Dictionary Learning—0
Convolutional Analysis Operator Learning: Acceleration and ConvergenceCode0
Analysis of Fast Alternating Minimization for Structured Dictionary Learning—0
Image operator learning coupled with CNN classification and its application to staff line removal—0
Discriminative Nonlinear Analysis Operator Learning: When Cosparse Model Meets Image Classification—0
Image Fusion With Cosparse Analysis Operator—0
Online and Stable Learning of Analysis Operators—0
Separable Cosparse Analysis Operator Learning—0
Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs—0
Analysis Operator Learning and Its Application to Image Reconstruction—0
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