@article{shformerdynamicspectralfilteringconvolut, title = {SHFormer: Dynamic Spectral Filtering Convolutional Neural Network and High-pass Kernel Generation Transformer for Adaptive MRI Reconstruction}, author = {Sriprabha Ramanarayanan and Rahul G. S. and Mohammad Al Fahim and Keerthi Ram and Ramesh Venkatesan and Mohanasankar Sivaprakasam}, year = {2026}, eprint = {2607.20159}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.20159}, }