conftrace_

differential operator

11 papers

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Co-occurring keywords

neural network (6616) partial differential equation (222) physics-informed neural network (97) manifold learning (403) mesh processing (31) continuous normalizing flow (24) laplacian eigenvalue (3) multi-layer perceptron (96) radial basis function (20) linear operator (10)

Papers

The Galerkin method beats Graph-Based Approaches for Spectral Algorithms AISTATS 2024
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators NIPS 2024
Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data ICML 2023
Neural Fields with Hard Constraints of Arbitrary Differential Order NIPS 2023
When Locally Linear Embedding Hits Boundary JMLR 2023
Radial Basis Approximation of Tensor Fields on Manifolds: From Operator Estimation to Manifold Learning JMLR 2023
Signal Processing for Implicit Neural Representations NIPS 2022
DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling NIPS 2020
Neural Networks with Cheap Differential Operators NIPS 2019
PDE-Net: Learning PDEs from Data ICML 2018
Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition CVPR 2015