河原 吉伸

Infinitely deep Bayesian neural network with signature transform 

Neurocomputing 670 132563 2025年12月  査読有り最終著者責任著者

Weight-sharing Transformer quantum states with Suzuki–Trotter decompositions 

Machine Learning and the Physical Sciences (ML4PS) Workshop 2025年12月  査読有り最終著者

Wavy Transformer 

Advances in Neural Information Processing Systems 38 (NeurIPS'25) 2025年12月  査読有り最終著者

Koopman Operators with Intrinsic Observables in Rigged Reproducing Kernel Hilbert Spaces 

Nonlinearity 38(11) 115022 2025年11月  査読有り最終著者

Bayesian Model Selection for Parametric Variable-coefficient Differential Equation Discovery 

Results in Engineering 27 106930 2025年9月  査読有り

Learning with Almost Invariant Sets in Neural Oscillatory ODEs 

Proceedings of the 31st International Conference on Neural Information Processing (ICONIP'24) Communications in Computer and Information Science, 2284 347-361 2025年6月  査読有り最終著者責任著者

Disappearance of Timestep Embedding: A Case Study on Neural ODE and Diffusion Models 

Transactions on Machine Learning Research 2025年5月  査読有り

Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators 

Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS'25) PMLR 258 4861-4869 2025年5月  査読有り最終著者責任著者

Estimating Counterfactual Treatment Outcomes Over Time in Complex Multiagent Scenarios 

IEEE Transactions on Neural Networks and Learning Systems 36(2) 2103-2117 2025年2月  査読有り

Self-supervised Color Generalization in Reinforcement Learning 

Transactions on Machine Learning Research 2024年10月  査読有り最終著者

蓄電池におけるグラフ深層学習による異常検知及び要因推定 

電気学会論文誌 144(10) 997-1004 2024年10月  査読有り

Enhancing Spectral Analysis in Nonlinear Dynamics with Pseudoeigenfunctions from Continuous Spectra 

Scientific Reports 14 19276 2024年8月  査読有り最終著者

SiT: Symmetry-invariant Transformers for Generalisation in Reinforcement Learning 

Proceedings of the 41st International Conference on Machine Learning (ICML'24) PMLR 235 52695-52719 2024年7月  査読有り最終著者

Koopman Spectrum Nonlinear Regulators and Efficient Online Learning 

Transactions on Machine Learning Research 2024年6月  査読有り最終著者

Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition 

Communications Biology 7 595 2024年5月  査読有り

MANet: Mixed Attention Network for Visual Explanation 

New Generation Computing 42 825-843 2024年5月  査読有り最終著者

Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations 

Proceedings of the 16th Int'l Conf. on Agents and Artificial Intelligence (ICAART'24) 2 27-39 2024年3月  査読有り最終著者

Decentralized Policy Learning with Partial Observation and Mechanical Constraints for Multi-person Modeling Learning Systems 

Neural Networks 171 40-52 2024年3月  査読有り

Manifold alteration between major depressive disorder and healthy control subjects using dynamic mode decomposition in resting-state fMRI data 

Frontiers in Psychiatry 15 1288808 2024年1月  査読有り