conftrace_

dynamical system

490 papers

Explore in graph

Also known as

DS

Co-occurring keywords · papers mentioning both

recurrent neural network (48) neural network (44) time series (33) neural ordinary differential equation (30) variational inference (30) gaussian process (29) graph neural network (24) ordinary differential equation (21) koopman operator (20) system identification (17)

Papers

Learning Hybrid Dynamics Models with Simulator-Informed Latent States AAAI 2024 Learning interpretable control inputs and dynamics underlying animal locomotion ICLR 2024 Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction L4DC 2024 Learning Macroscopic Dynamics from Partial Microscopic Observations NeurIPS 2024 Learning Neural Contracting Dynamics: Extended Linearization and Global Guarantees NeurIPS 2024 Let's do the time-warp-attend: Learning topological invariants of dynamical systems ICLR 2024 LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024 Marrying Causal Representation Learning with Dynamical Systems for Science NeurIPS 2024 MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning ICLR 2024 Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems ICLR 2024 Neural Closure Certificates AAAI 2024 Neural Contractive Dynamical Systems ICLR 2024 Neural Persistence Dynamics NeurIPS 2024 Neural processes with event triggers for fast adaptation to changes L4DC 2024 Neural Time-Reversed Generalized Riccati Equation AAAI 2024 Noether's Razor: Learning Conserved Quantities NeurIPS 2024 ODEFormer: Symbolic Regression of Dynamical Systems with Transformers ICLR 2024 PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs AAAI 2024 Parallel-in-Time Probabilistic Numerical ODE Solvers JMLR 2024 Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NeurIPS 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NeurIPS 2024 PyDMD: A Python Package for Robust Dynamic Mode Decomposition JMLR 2024 Recurrent neural network dynamical systems for biological vision NeurIPS 2024 Safety filters for black-box dynamical systems by learning discriminating hyperplanes L4DC 2024 SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers NeurIPS 2024