conftrace_

dynamical system

398 papers

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Also known as

DS

Co-occurring keywords

neural network (6616) recurrent neural network (1790) gaussian process (1200) variational inference (2069) time series (435) neural ordinary differential equation (139) graph neural network (3962) ordinary differential equation (139) koopman operator (38) bayesian inference (1907)

Papers

Symmetry-Informed Governing Equation Discovery NIPS 2024
Zero-Shot Transfer of Neural ODEs NIPS 2024
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers NIPS 2024
Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction L4DC 2024
Neural Time-Reversed Generalized Riccati Equation AAAI 2024
A Graph Dynamics Prior for Relational Inference AAAI 2024
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling NIPS 2024
Identifying Equivalent Training Dynamics NIPS 2024
Structural Inference of Dynamical Systems with Conjoined State Space Models NIPS 2024
Learning Hybrid Dynamics Models with Simulator-Informed Latent States AAAI 2024
The behavioral toolbox L4DC 2024
Active learning of neural population dynamics using two-photon holographic optogenetics NIPS 2024
Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NIPS 2024
PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs AAAI 2024
Learnability of Linear Port-Hamiltonian Systems JMLR 2024
Deep Neural Network Approximation of Invariant Functions through Dynamical Systems JMLR 2024
Disentangling Linear Quadratic Control with Untrusted ML Predictions NIPS 2024
Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach AAAI 2024
Exact Inference for Continuous-Time Gaussian Process Dynamics AAAI 2024
PyDMD: A Python Package for Robust Dynamic Mode Decomposition JMLR 2024
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes NIPS 2024
Adaptive online non-stochastic control L4DC 2024
Neural Closure Certificates AAAI 2024
Dynamic Tangled Derivative Logic of Metric Spaces AAAI 2024
Flexible Context-Driven Sensory Processing in Dynamical Vision Models NIPS 2024