In this study, we propose a novel adversarial diffusion model for domain-adaptive depth estimation on bronchoscopic images. Our two-stage approach sequentially trains a supervised network on labeled virtual images, and an unsupervised adversarial network that aligns domain-invariant representations for ...
This model reformulates depth estimation at each stage as an iterative diffusion-denoising process within the latent space for mitigating mapping biases and enhancing model performance. The experiments on clinical sequences show the superiority of our method on depth estimation as well as geometry ...
“Learning structural node embeddings via diffusion wavelets”一文证明,如果节点对的局部子网(即由节点的k-hop邻居和节点本身组成的子图)相似,则图卷积操作可以保持节点对的相似性。因此,具有这种共享权重结构的GCN可以保持局部子网的相似性; 根据复杂网络理论中的结构等价假设(structural equivalence hypothesis),即使来...
[2024-07-03] We are happy to announce that our follow-up work DGInStyle on image diffusion for domain-generalizable semantic segmentation was accepted at ECCV24. [2023-09-26] We are happy to announce that our Extension Paper on domain generalization and clear-to-adverse-weather UDA was acca...
[2024-07-03] We are happy to announce that our workSemiVLon semi-supervised semantic segmentation with vision-language guidance was accepted atECCV24. [2024-07-03] We are happy to announce that our follow-up workDGInStyleon image diffusion for domain-generalizable semantic segmentation was accep...
3.3 Gradient Diffusion via Spatial Aggregation 通过循环关联,我们可以建立 source 和 target 像素之间的联系。但是,通常只有部分 target 像素可以和 source 像素成功地建立起关联。原因有两个,一是循环关联倾向于选择最容易关联到的 target 像素;二是由于域差异,对于当前 source 图片的部分像素,target image 中在本质...
论文 > 大学论文 > Adaptive time-domain filtering for real-time spectral discrimination in a Michelson interfe 下载文档 收藏 打印 转格式 40阅读文档大小:139.15K3页apaihuai43上传于2015-03-26格式:PDF A Space-Time Spectral Method for the Time Fractional Diffusion ... ...
Lang, L.F. Pavarino, Adaptivity in space and time for reaction–diffusion systems in electro-cardiology, SIAM J. Sci. Comput. 28 (2006) 942–962. [15] P. Colli Franzone, L.F. Pavarino, A parallel solver for reaction-diffusion systems in computational electro-cardiology, Math. Models ...
Quarteroni, Adaptive domain decomposition methods for advection-diffusion problems, in Modeling, Mesh Generation, and Adaptive Numerical Methods for Partial Differential Equations , IMA Vol. Math. Appl. 75 , Springer-Verlag, New York, 1995, 165–186....
Overlapping Domain DecompositionReaction-Diffusion EquationsNeumann CycleDirichlet CycleNeumann-Dirichlet CycleStatic Grid AdaptationNo Abstractdoi:10.1504/pcfd.2005.007683Soler, E.Ramos, J.I.Progress in Computational Fluid Dynamics An International Journal...