conftrace_

continuous-time dynamics

21 papers

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Co-occurring keywords

neural ordinary differential equation (139) recurrent neural network (1790) convex optimization (1321) graph neural network (3962) convergence rate (607) dynamical system (398) gaussian process (1200) event sequence (55) social media (667) trajectory classification (9)

Papers

FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation AAAI 2026
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm AISTATS 2024
Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024
Exact Inference for Continuous-Time Gaussian Process Dynamics AAAI 2024
Optimization Algorithm Design via Electric Circuits NIPS 2024
Recurrent neural network dynamical systems for biological vision NIPS 2024
Dynamic Group Link Prediction in Continuous-Time Interaction Network IJCAI 2023
CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract) AAAI 2023
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling NIPS 2023
Efficient Exploration in Continuous-time Model-based Reinforcement Learning NIPS 2023
Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems ALT 2022
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation AAAI 2021
Forecasting Reservoir Inflow via Recurrent Neural ODEs AAAI 2021
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NIPS 2021
CDRNN: Discovering Complex Dynamics in Human Language Processing IJCNLP 2021
A Lyapunov Analysis of Accelerated Methods in Optimization JMLR 2021
Modeling Trajectories with Neural Ordinary Differential Equations IJCAI 2021
Conformal Symplectic and Relativistic Optimization NIPS 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