dynamical system

Cross-View Gait Recognition With Deep Universal Linear Embeddings CVPR 2021 Data-Driven Abstraction of Monotone Systems L4DC 2021 Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws AAAI 2021 Dynamical Wasserstein Barycenters for Time-series Modeling NeurIPS 2021 E(n) Equivariant Graph Neural Networks ICML 2021 Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms NeurIPS 2021 From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021 Gradient Starvation: A Learning Proclivity in Neural Networks NeurIPS 2021 Hierarchical Neural Dynamic Policies RSS 2021 Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies ICLR 2021 Implicit Regularization in Tensor Factorization ICML 2021 Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations ICML 2021 Inverse Simulation: Reconstructing Dynamic Geometry of Clothed Humans via Optimal Control CVPR 2021 Latent Convergent Cross Mapping ICLR 2021 Latent Matters: Learning Deep State-Space Models NeurIPS 2021 LEADS: Learning Dynamical Systems that Generalize Across Environments NeurIPS 2021 Learning Approximate Forward Reachable Sets Using Separating Kernels L4DC 2021 Learning Contact Dynamics using Physically Structured Neural Networks AISTATS 2021 Learning continuous-time PDEs from sparse data with graph neural networks ICLR 2021 Learning Dynamics Models with Stable Invariant Sets AAAI 2021 Learning Finite-Dimensional Representations For Koopman Operators L4DC 2021 Learning in Matrix Games can be Arbitrarily Complex COLT 2021 Learning Neural Event Functions for Ordinary Differential Equations ICLR 2021 Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory L4DC 2021 Learning Stable Deep Dynamics Models for Partially Observed or Delayed Dynamical Systems NeurIPS 2021