dynamical system

Neural Conjugate Flows: A Physics-Informed Architecture with Flow Structure AAAI 2025 Neural Context Flows for Meta-Learning of Dynamical Systems ICLR 2025 Neural Variable-Order Fractional Differential Equation Networks AAAI 2025 No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs ICLR 2025 On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025 Optimal Control Operator Perspective and a Neural Adaptive Spectral Method AAAI 2025 Poisson-Dirac Neural Networks for Modeling Coupled Dynamical Systems across Domains ICLR 2025 Predictive Monitoring of Black-Box Dynamical Systems L4DC 2025 Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach CVPR 2025 Scalable Mechanistic Neural Networks ICLR 2025 Semi-Implicit Neural Ordinary Differential Equations AAAI 2025 Symbolic Neural Ordinary Differential Equations AAAI 2025 Systems with Switching Causal Relations: A Meta-Causal Perspective ICLR 2025 TamedPUMA: safe and stable imitation learning with geometric fabrics L4DC 2025 The Complexity of Sequential Prediction in Dynamical Systems L4DC 2025 Topological State Space Inference for Dynamical Systems L4DC 2025 Towards a dynamical model of transitions between fluent and stuttered speech Interspeech 2025 Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025 Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing ACL 2025 When Graph Neural Networks Meet Dynamic Mode Decomposition ICLR 2025 Zero-shot forecasting of chaotic systems ICLR 2025 Zero-shot Imputation with Foundation Inference Models for Dynamical Systems ICLR 2025 Active learning of neural population dynamics using two-photon holographic optogenetics NeurIPS 2024 Adaptive online non-stochastic control L4DC 2024 A Graph Dynamics Prior for Relational Inference AAAI 2024