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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

Hamiltonian-based Neural ODE Networks on the SE(3) Manifold For Dynamics Learning and Control RSS 2021
Liquid Time-constant Networks AAAI 2021
Deep Continuous Networks ICML 2021
Continuous-time Model-based Reinforcement Learning ICML 2021
Latent Transformations via NeuralODEs for GAN-Based Image Editing ICCV 2021
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation AAAI 2021
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks NIPS 2021
Sparse Flows: Pruning Continuous-depth Models NIPS 2021
Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models NIPS 2021
Image Generation using Continuous Filter Atoms NIPS 2021
Heavy Ball Neural Ordinary Differential Equations NIPS 2021
OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport AAAI 2021
Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs EMNLP 2021
Neural Flows: Efficient Alternative to Neural ODEs NIPS 2021
Learning Dynamic Alignment via Meta-Filter for Few-Shot Learning CVPR 2021
Learning Compositional Representation for 4D Captures With Neural ODE CVPR 2021
Modeling Trajectories with Neural Ordinary Differential Equations IJCAI 2021
Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs NIPS 2020
Time-Reversal Symmetric ODE Network NIPS 2020
STEER : Simple Temporal Regularization For Neural ODE NIPS 2020
How to Train Your Neural ODE: the World of Jacobian and Kinetic Regularization ICML 2020
Approximation Capabilities of Neural ODEs and Invertible Residual Networks ICML 2020
On Second Order Behaviour in Augmented Neural ODEs NIPS 2020
Ode to an ODE NIPS 2020
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE ICML 2020