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Zhongwei Shen

2 accepted papers

2026

FusionRegister: Every Infrared and Visible Image Fusion Deserves Registration

CVPR 2026

Spatial registration across different visual modalities is a critical but formidable step in multi-modality image fusion for real-world perception. Although several methods are proposed to address this issue, the existing registration-based fusion methods typically require extensive pre-registration

Cited by 0SourcecodeScholar
2025

ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals

ICML 2025poster

Analyzing the long-term behavior of high-dimensional nonlinear dynamical systems remains a significant challenge. While the Koopman operator framework provides a powerful global linearization tool, current methods for approximating its spectral components often face theoretical limitations and depen…