ordinary differential equation

Composable Text Controls in Latent Space with ODEs EMNLP 2023 Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels NeurIPS 2023 Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning AAAI 2023 Deep Latent State Space Models for Time-Series Generation ICML 2023 Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations NeurIPS 2023 FlowGrad: Controlling the Output of Generative ODEs With Gradients CVPR 2023 HDG-ODE: A Hierarchical Continuous-Time Model for Human Pose Forecasting ICCV 2023 Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise ACML 2023 LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023 MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space EMNLP 2023 Meta-Learning with Adjoint Methods AISTATS 2023 Modulated Neural ODEs NeurIPS 2023 ODE-RSSM: Learning Stochastic Recurrent State Space Model from Irregularly Sampled Data AAAI 2023 Predicting Ordinary Differential Equations with Transformers ICML 2023 Pruning via Sparsity-indexed ODE: a Continuous Sparsity Viewpoint ICML 2023 Restart Sampling for Improving Generative Processes NeurIPS 2023 Sensitivity-Free Gradient Descent Algorithms JMLR 2023 Temporal Graph Neural Networks for Irregular Data AISTATS 2023 Understanding Self-attention Mechanism via Dynamical System Perspective ICCV 2023 Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data ICML 2023 When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023 Better Parameter-Free Stochastic Optimization with ODE Updates for Coin-Betting AAAI 2022 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022 CKConv: Continuous Kernel Convolution For Sequential Data ICLR 2022