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continuous-time modeling

9 papers

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Co-occurring keywords · papers mentioning both

neural network (4) dynamical system (2) neural point process (2) graph neural network (2) spatio-temporal prediction (1) temporal point process (1) set-valued data (1) continuous-time event (1) neural hawkes process (1) event prediction (1)

Papers

X2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction ICCV 2025 Probabilistic Modeling for Sequences of Sets in Continuous-Time AISTATS 2024 Automatic Integration for Spatiotemporal Neural Point Processes NeurIPS 2023 Continuous-time identification of dynamic state-space models by deep subspace encoding ICLR 2023 Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023 Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach IJCAI 2022 Continuous-time edge modelling using non-parametric point processes NeurIPS 2021 Learning continuous-time PDEs from sparse data with graph neural networks ICLR 2021 GRU-ODE-Bayes: Continuous Modeling of Sporadically-Observed Time Series NeurIPS 2019