"system identification" Papers

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Self-supervised contrastive learning performs non-linear system identification

Rodrigo Gonzalez Laiz, Tobias Schmidt, Steffen Schneider

ICLR 2025oralarXiv:2410.14673
4
citations

Toward Material-Agnostic System Identification from Videos

Yizhou Zhao, Haoyu Chen, Chunjiang Liu et al.

ICCV 2025arXiv:2508.01112
1
citations

Amortized Equation Discovery in Hybrid Dynamical Systems

Yongtuo Liu, Sara Magliacane, Miltiadis (Miltos) Kofinas et al.

ICML 2024arXiv:2406.03818
2
citations

An Iterative Min-Min Optimization Method for Sparse Bayesian Learning

Yasen Wang, Junlin Li, Zuogong Yue et al.

ICML 2024

Improving Physics-Augmented Continuum Neural Radiance Field-Based Geometry-Agnostic System Identification with Lagrangian Particle Optimization

Takuhiro Kaneko

CVPR 2024arXiv:2406.04155
10
citations

Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds

Yuyang Zhang, Shahriar Talebi, Na Li

ICML 2024arXiv:2405.06089
5
citations