latent dynamics

HALO: Hybrid Auto-encoded Locomotion with Learned Latent Dynamics, Poincaré Maps, and Regions of Attraction L4DC 2026 Latent Linear Quadratic Regulator for Robotic Control Tasks L4DC 2026 Learning Shortcut Models for Efficient Recursive Reasoning ACL 2026 PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Burst-Sampled Spatiotemporal Dynamics AAAI 2026 ReLaX: Reasoning with Latent Exploration for Large Reasoning Models CVPR 2026 Sparse-to-Field Reconstruction via Stochastic Neural Dynamic Mode Decomposition L4DC 2026 Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series ICLR 2025 Continual Slow-and-Fast Adaptation of Latent Neural Dynamics (CoSFan): Meta-Learning What-How & When to Adapt ICLR 2025 Exploring Invariance in Images through One-way Wave Equations ICML 2025 Feedback Favors the Generalization of Neural ODEs ICLR 2025 Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning ICLR 2025 Meta-Dynamical State Space Models for Integrative Neural Data Analysis ICLR 2025 Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning ICLR 2025 Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior ICLR 2025 PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning ICML 2025 SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels ICML 2025 FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning ICLR 2024 Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs ICLR 2024 Human Motion Prediction Under Unexpected Perturbation CVPR 2024 Inferring stochastic low-rank recurrent neural networks from neural data NeurIPS 2024 Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics ICML 2024 Invariance-based Learning of Latent Dynamics ICLR 2024 Learning 3D Particle-based Simulators from RGB-D Videos ICLR 2024 Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics ICLR 2024 Learning interpretable control inputs and dynamics underlying animal locomotion ICLR 2024