ordinary differential equation

Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization NeurIPS 2024 Fast ODE-based Sampling for Diffusion Models in Around 5 Steps CVPR 2024 Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping ICLR 2024 Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NeurIPS 2024 Hypergraph Dynamic System ICLR 2024 Identifiability Analysis of Linear ODE Systems with Hidden Confounders NeurIPS 2024 Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations JMLR 2024 IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method EMNLP 2024 Invariant Physics-Informed Neural Networks for Ordinary Differential Equations JMLR 2024 LanguageFlow: Advancing Diffusion Language Generation with Probabilistic Flows NAACL 2024 Locally Aligned Rectified Flow Model for Speech Enhancement Towards Single-Step Diffusion Interspeech 2024 Long Range Propagation on Continuous-Time Dynamic Graphs ICML 2024 Neural Oscillators for Generalization of Physics-Informed Machine Learning AAAI 2024 Neural Persistence Dynamics NeurIPS 2024 ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference ICLR 2024 ODEFormer: Symbolic Regression of Dynamical Systems with Transformers ICLR 2024 Parallel-in-Time Probabilistic Numerical ODE Solvers JMLR 2024 Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024 Probabilistic ODE solvers for integration error-aware numerical optimal control L4DC 2024 Second-Order Graph ODEs for Multi-Agent Trajectory Forecasting WACV 2024 Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics AAAI 2024 Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution ICLR 2024 Temporal Graph ODEs for Irregularly-Sampled Time Series IJCAI 2024 Anti-Symmetric DGN: a stable architecture for Deep Graph Networks ICLR 2023 A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks ICLR 2023