conftrace_

neural controlled differential equation

10 papers

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Also known as

NCDE

Co-occurring keywords · papers mentioning both

treatment effect (2) neural differential equation (2) time series (2) contrastive learning (2) causal inference (2) time series representation learning (1) wavelet decomposition (1) recurrent network (1) wasserstein gan (1) log signature (1)

Papers

Early Detection of Pancreatic Cancer Using Multimodal Learning on Electronic Health Records MLHC 2025 Forecasting Continuous Non-Conservative Dynamical Systems in SO(3) ICCV 2025 Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression CVPR 2025 TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction MLHC 2025 An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024 Controlled Differential Equations on Long Sequences via Non-standard Wavelets ICML 2023 Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023 Learnable Path in Neural Controlled Differential Equations AAAI 2023 Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022 Neural SDEs as Infinite-Dimensional GANs ICML 2021