Diffusion MRI (dMRI) probes water diffusion within the brain, providing unique information about tissue microstructure and white matter connectivity. High-quality dMRI enables advanced and accurate analyses but demands dense acquisitions, resulting in long scan times and hardware constraints that are often infeasible....
Xi Zhu, Yi-Jie Li, Xiao-Fan Wang et al.· 0 citations
This paper proposes salient-residual decoupled multi-view learning for clustering, SRDMVC, introducing a novel decomposition-fusion iterative optimization, which separates the feature space into a salient space and a residual subspace effectively and fuses them using a novel attention mechanism.
Gao-Kai Wang, Yazhou Ren, Feng-Yu Zhang et al.· Proceedings of the Thirty-Fi...· 0 citations
DiMOO-SR is proposed, a rarity-aware multimodal discrete diffusion framework for photo-realistic image SR that achieves competitive perceptual quality with only a few parallel decoding steps, highlighting the potential of discrete diffusion for generative image super-resolution.
Ao Li, Yapeng Du, Yi Xin et al.· arXiv.org· 0 citations
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