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neural ode

29 papers

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Also known as

NEURAL ODE

Co-occurring keywords

neural ordinary differential equation (139) dynamical system (398) graph neural network (3962) ordinary differential equation (139) neural network (6616) delay differential equation (6) adjoint method (11) diffusion model (3751) generative model (2892) formal verification (284)

Papers

Formal Verification of Neural ODE for Safety Evaluation in Autonomous Vehicles AAAI 2026
SELDON: Supernova Explosions Learned by Deep ODE Networks AAAI 2026
Generative Video Bi-flow ICCV 2025
OTPNet: ODE-inspired Tuning-free Proximal Network for Remote Sensing Image Fusion AAAI 2025
When are dynamical systems learned from time series data statistically accurate? NIPS 2024
Improving the Training of Rectified Flows NIPS 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
Rademacher complexity of neural ODEs via Chen-Fliess series L4DC 2024
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations AAAI 2024
VidStyleODE: Disentangled Video Editing via StyleGAN and NeuralODEs ICCV 2023
HOPE: High-order Graph ODE For Modeling Interacting Dynamics ICML 2023
Learning Robust State Observers using Neural ODEs L4DC 2023
CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation NIPS 2023
A Fractional Graph Laplacian Approach to Oversmoothing NIPS 2023
Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching ICML 2022
LyaNet: A Lyapunov Framework for Training Neural ODEs ICML 2022
Neural Abstractions NIPS 2022
Decomposing Temporal High-Order Interactions via Latent ODEs ICML 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022
Neural Piecewise-Constant Delay Differential Equations AAAI 2022
Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations AISTATS 2022
Learning Efficient and Robust Ordinary Differential Equations via Invertible Neural Networks ICML 2022
Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory NIPS 2021
Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression NIPS 2021
Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems NIPS 2021