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vector field

28 papers

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Co-occurring keywords

manifold learning (403) gaussian process (1200) dynamical system (398) ordinary differential equation (139) neural network (6616) generative model (2892) probability path (5) gradient field (14) flow matching (149) dimensionality reduction (720)

Papers

Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems NIPS 2024
Navigating Chemical Space with Latent Flows NIPS 2024
Functional Flow Matching AISTATS 2024
Intrinsic Gaussian Vector Fields on Manifolds AISTATS 2024
Learning Infinitesimal Generators of Continuous Symmetries from Data NIPS 2024
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents ICML 2023
Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? IJCAI 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings ICML 2023
Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer MIDL 2022
FlowBot3D: Learning 3D Articulation Flow to Manipulate Articulated Objects RSS 2022
Learning Efficient and Robust Ordinary Differential Equations via Invertible Neural Networks ICML 2022
Iterated Vector Fields and Conservatism, with Applications to Federated Learning ALT 2022
Knowledge Graph Representation Learning using Ordinary Differential Equations EMNLP 2021
Learning To Identify Correct 2D-2D Line Correspondences on Sphere CVPR 2021
Field Convolutions for Surface CNNs ICCV 2021
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels NIPS 2021
DeepFlux for Skeletons in the Wild CVPR 2019
Divergence Prior and Vessel-Tree Reconstruction CVPR 2019
Learning unknown ODE models with Gaussian processes ICML 2018
Geodesic Distance Function Learning via Heat Flow on Vector Fields ICML 2014
Parallel Vector Field Embedding JMLR 2013
Multi-task Vector Field Learning NIPS 2012
Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators NIPS 2011
A Constant-Time Algorithm for Vector Field SLAM using an Exactly Sparse Extended Information Filter RSS 2010