continuous-time dynamics

FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation AAAI 2026 ParticleGS: Learning Neural Gaussian Particle Dynamics from Videos for Prior-free Physical Motion Extrapolation CVPR 2026 Transition Models: Rethinking the Generative Learning Objective CVPR 2026 Exact Inference for Continuous-Time Gaussian Process Dynamics AAAI 2024 Optimization Algorithm Design via Electric Circuits NeurIPS 2024 Recurrent neural network dynamical systems for biological vision NeurIPS 2024 Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024 Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm AISTATS 2024 CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract) AAAI 2023 ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling NeurIPS 2023 Dynamic Group Link Prediction in Continuous-Time Interaction Network IJCAI 2023 Efficient Exploration in Continuous-time Model-based Reinforcement Learning NeurIPS 2023 Learning Deep Time-index Models for Time Series Forecasting ICML 2023 Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems ALT 2022 A Lyapunov Analysis of Accelerated Methods in Optimization JMLR 2021 Forecasting Reservoir Inflow via Recurrent Neural ODEs AAAI 2021 Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NeurIPS 2021 Modeling Trajectories with Neural Ordinary Differential Equations IJCAI 2021 Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation AAAI 2021 Conformal Symplectic and Relativistic Optimization NeurIPS 2020 Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs NeurIPS 2020 A Recurrent Neural Cascade-based Model for Continuous-Time Diffusion ICML 2019 Accelerated Stochastic Mirror Descent: From Continuous-time Dynamics to Discrete-time Algorithms AISTATS 2018 Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018