physical dynamics

Towards Generalist Robot Learning from Internet Video: A Survey (Abstract Reprint) AAAI 2026 EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions ICML 2025 Generating Physical Dynamics under Priors ICLR 2025 TRACE: Learning 3D Gaussian Physical Dynamics from Multi-view Videos ICCV 2025 Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach ICML 2025 NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics NeurIPS 2024 Enhancing the Inductive Biases of Graph Neural ODE for Modeling Physical Systems ICLR 2023 Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics NeurIPS 2023 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 Learning Physical Dynamics with Subequivariant Graph Neural Networks NeurIPS 2022 Causal Discovery in Physical Systems from Videos NeurIPS 2020 CoPhy: Counterfactual Learning of Physical Dynamics ICLR 2020 Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction CVPR 2020 Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics ICLR 2020 Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NeurIPS 2020 Time-Reversal Symmetric ODE Network NeurIPS 2020