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Operator learning

Learn an operator between infinite dimensional Hilbert spaces or Banach spaces

Papers

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Showing 101–110 of 347 papers

Title	Date	Tasks	Status	Hype	Score
DFU: scale-robust diffusion model for zero-shot super-resolution image generation	Nov 30, 2023	Image GenerationOperator learning	CodeCode Available	0	5
On the limits of neural network explainability via descrambling	Jan 18, 2023	Graph MatchingOperator learning	CodeCode Available	0	5
Learning Where to Learn: Training Distribution Selection for Provable OOD Performance	May 27, 2025	Bilevel OptimizationGeneralization Bounds	CodeCode Available	0	5
QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning	Nov 2, 2022	Operator learningQuantum Machine Learning	CodeCode Available	0	5
Diffeomorphically Learning Stable Koopman Operators	Dec 8, 2021	Operator learning	CodeCode Available	0	5
Invertible Fourier Neural Operators for Tackling Both Forward and Inverse Problems	Feb 18, 2024	Operator learning	CodeCode Available	0	5
LeMON: Learning to Learn Multi-Operator Networks	Aug 28, 2024	Meta-LearningOperator learning	CodeCode Available	0	5
Neural Operator Learning for Ultrasound Tomography Inversion	Apr 6, 2023	Operator learning	CodeCode Available	0	5
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design	Apr 4, 2025	GPUKolmogorov-Arnold Networks	CodeCode Available	0	5
Importance Weight Estimation and Generalization in Domain Adaptation under Label Shift	Nov 29, 2020	Domain AdaptationGeneralization Bounds	CodeCode Available	0	5

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