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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

AdamsFormer for Spatial Action Localization in the Future CVPR 2023
Multi-Task Learning via Time-Aware Neural ODE IJCAI 2023
Continuously Parameterized Mixture Models ICML 2023
MonoNeRF: Learning a Generalizable Dynamic Radiance Field from Monocular Videos ICCV 2023
Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification ICCV 2023
CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract) AAAI 2023
Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models EMNLP 2023
Universal Approximation Property of Invertible Neural Networks JMLR 2023
Neural Implicit Representations for Physical Parameter Inference From a Single Video WACV 2023
Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs L4DC 2023
Trainability, Expressivity and Interpretability in Gated Neural ODEs ICML 2023
Neural Markov Jump Processes ICML 2023
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation NIPS 2023
Normalizing flow neural networks by JKO scheme NIPS 2023
Neural Piecewise-Constant Delay Differential Equations AAAI 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow CVPR 2022
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration CVPR 2022
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference NIPS 2022
Online Dynamics Learning for Predictive Control with an Application to Aerial Robots CORL 2022
Modeling Irregular Time Series with Continuous Recurrent Units ICML 2022
Memory-Efficient Multi-Step Speech Enhancement with Neural ODE INTERSPEECH 2022
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations MLHC 2022
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks NIPS 2022
Defending Against Adversarial Attacks via Neural Dynamic System NIPS 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022