dynamical system

Behavior-Inspired Neural Networks for Relational Inference AISTATS 2025 Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration ICLR 2025 Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images ICLR 2025 DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories RSS 2025 Demystifying the Token Dynamics of Deep Selective State Space Models ICLR 2025 Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025 DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models ICLR 2025 Efficiently Parameterized Neural Metriplectic Systems ICLR 2025 Expressivity of Neural Networks with Random Weights and Learned Biases ICLR 2025 FedECADO: A Dynamical System Model of Federated Learning ICML 2025 Forecasting Continuous Non-Conservative Dynamical Systems in SO(3) ICCV 2025 How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025 Identifying latent state transitions in non-linear dynamical systems ICLR 2025 Improving Flow Matching by Aligning Flow Divergence ICML 2025 InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems ICLR 2025 Koopman-Equivariant Gaussian Processes AISTATS 2025 Learning Deep Dissipative Dynamics AAAI 2025 Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025 Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data ICLR 2025 Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems CVPR 2025 Learning vector fields of differential equations on manifolds with geometrically constrained operator-valued kernels ICLR 2025 Local Stochastic Sensitivity Analysis For Dynamical Systems AISTATS 2025 Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective NAACL 2025 Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025 MXMap: A Multivariate Cross Mapping Framework for Causal Discovery in Dynamical Systems CLeaR 2025