conftrace_

continuous-time model

20 papers

Explore in graph

Co-occurring keywords

irregular time series (21) recurrent neural network (1790) ordinary differential equation (139) neural differential equation (36) neural ordinary differential equation (139) continuous time (47) time series (435) controlled differential equation (11) dynamical system (398) batch normalization (222)

Papers

Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space AAAI 2025
Losing Momentum in Continuous-time Stochastic Optimisation JMLR 2025
A Continuous-time Tractable Model for Present-biased Agents AAAI 2025
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NIPS 2024
Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024
Improving Neural ODE Training with Temporal Adaptive Batch Normalization NIPS 2024
Modeling Irregular Time Series with Continuous Recurrent Units ICML 2022
Clustering Interval-Censored Time-Series for Disease Phenotyping AAAI 2022
Neural Rough Differential Equations for Long Time Series ICML 2021
Continuous-Time Attention for Sequential Learning AAAI 2021
Stateful ODE-Nets using Basis Function Expansions NIPS 2021
Second-Order Neural ODE Optimizer NIPS 2021
CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers NIPS 2021
Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach L4DC 2020
Biologically Plausible Sequence Learning with Spiking Neural Networks AAAI 2020
Latent Ordinary Differential Equations for Irregularly-Sampled Time Series NIPS 2019
Continuous-Time Regression Models for Longitudinal Networks NIPS 2011
Inference in continuous-time change-point models NIPS 2011