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ordinary differential equation

139 papers

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Also known as

ODE

Co-occurring keywords

dynamical system (398) neural network (6616) diffusion model (3751) graph neural network (3962) bayesian inference (1907) variational inference (2069) gaussian process (1200) neural ordinary differential equation (139) generative model (2892) neural network optimization (1293)

Papers

Mean Field Equilibrium in Multi-Armed Bandit Game with Continuous Reward IJCAI 2021
Momentum Residual Neural Networks ICML 2021
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems AAAI 2020
Riemannian Continuous Normalizing Flows NIPS 2020
Interpolation between Residual and Non-Residual Networks ICML 2020
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations NIPS 2020
Weak Form Generalized Hamiltonian Learning NIPS 2020
A shooting formulation of deep learning NIPS 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification ICML 2020
Training Generative Adversarial Networks by Solving Ordinary Differential Equations NIPS 2020
Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability ICML 2020
Time-Reversal Symmetric ODE Network NIPS 2020
Linear Antisymmetric Recurrent Neural Networks L4DC 2020
Differential Equation Units: Learning Functional Forms of Activation Functions from Data AAAI 2020
Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution AAAI 2020
GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver ICML 2019
ANODEV2: A Coupled Neural ODE Framework NIPS 2019
ODE-Inspired Network Design for Single Image Super-Resolution CVPR 2019
Latent Ordinary Differential Equations for Irregularly-Sampled Time Series NIPS 2019
Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019
Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems ICML 2019
A Solvable High-Dimensional Model of GAN NIPS 2019
Shadowing Properties of Optimization Algorithms NIPS 2019
Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks NIPS 2019
Acceleration via Symplectic Discretization of High-Resolution Differential Equations NIPS 2019