koopman operator

Continuous Temporal Domain Generalization NeurIPS 2024 DenseKoopman: A Plug-and-Play Framework for Dense Pedestrian Trajectory Prediction IJCAI 2024 Dynamics harmonic analysis of robotic systems: Application in data-driven Koopman modelling L4DC 2024 Generalizing across Temporal Domains with Koopman Operators AAAI 2024 Identifying Equivalent Training Dynamics NeurIPS 2024 Koopman-based generalization bound: New aspect for full-rank weights ICLR 2024 KOROL: Learning Visualizable Object Feature with Koopman Operator Rollout for Manipulation CoRL 2024 RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator CoRL 2024 Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph AAAI 2024 An Operator Theoretic Approach for Analyzing Sequence Neural Networks AAAI 2023 Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces AAAI 2023 Estimating Koopman operators with sketching to provably learn large scale dynamical systems NeurIPS 2023 Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters JMLR 2023 Koopman Kernel Regression NeurIPS 2023 Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts ICLR 2023 Learning Object-Centric Dynamic Modes from Video and Emerging Properties L4DC 2023 Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition CVPR 2023 Online Estimation of the Koopman Operator Using Fourier Features L4DC 2023 QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning NeurIPS 2023 Sharp Spectral Rates for Koopman Operator Learning NeurIPS 2023 Task-Oriented Koopman-Based Control with Contrastive Encoder CoRL 2023 An Operator Theoretic View On Pruning Deep Neural Networks ICLR 2022 Data-Efficient Model Learning for Control with Jacobian-Regularized Dynamic-Mode Decomposition CoRL 2022 Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics ICML 2022 Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces NeurIPS 2022