Author

Minyu Cao

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Jul 2026

BeyondFusion: Self-Aligned Latent Diffusion for Calibration-Free Infrared Super-Resolution and Infrared-Visible Fusion

BeyondFusion introduces a cross-modal self-aligning (CMSA) module into the denoising U-Net that reorganizes infrared and visible latent tokens into a shared attention space to learn content-adaptive cross-modal correspondence during the denoising process and is facilitated to exploit visible structural and semantic cue...

Minchong Chen, Xiaoyun Yuan, Minyu Cao et al. · arXiv.org · 0 citations