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neural ordinary differential equation

139 papers

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Also known as

NEURALODE N-ODE NEURAL ODE NODE NEURAL ODE

Co-occurring keywords

dynamical system (398) ordinary differential equation (139) neural ode (29) generative model (2892) continuous-time dynamics (21) time series (435) optimal transport (948) manifold learning (403) representation learning (6206) recurrent neural network (1790)

Papers

Hypersolvers: Toward Fast Continuous-Depth Models NIPS 2020
Learning Differential Equations that are Easy to Solve NIPS 2020
Dissecting Neural ODEs NIPS 2020
Neural Manifold Ordinary Differential Equations NIPS 2020
Exchangeable Neural ODE for Set Modeling NIPS 2020
Enhancing Urban Flow Maps via Neural ODEs IJCAI 2020
Learning to Encode Position for Transformer with Continuous Dynamical Model ICML 2020
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework CVPR 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations NIPS 2020
Neural Jump Stochastic Differential Equations NIPS 2019
GRU-ODE-Bayes: Continuous Modeling of Sporadically-Observed Time Series NIPS 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport ICML 2019
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning NIPS 2019
Augmented Neural ODEs NIPS 2019