#Gromov-Wasserstein

3 stories · 1 in 7 days · 1 in 30 days

最优传输 2 FALCON 1 NGMA 1 动态模型 1 无监督学习 1 流形假设 1 空间转录组 1 表示学习 1

Stories, products and papers tagged "Gromov-Wasserstein", newest first.

Nov 10

Papers Builders12:37

Chinese contentNGMA 提出基于流形假设的无配对表示对齐新方法

不用配对数据也不用标签，就能把两个模型学到的表示对齐，靠的是数据本身的几何距离而不是随手选的欧氏距离。做表示分析、模型拼接或者单细胞研究的都值得看看这套 Gromov-Wasserstein 的新用法，代码思路也讲得清楚。

#NGMA #Gromov-Wasserstein #表示学习 #流形假设

arXiv cs.LG@Stas Syrota et al. (4)Source

Sep 18

Papers BuildersSelected12:36

Dynamic Gromov-Wasserstein Optimal Transport Framework

For researchers in computational biology or data science, this provides a new method for analyzing spatial transcriptomics data, which is crucial for understanding tissue dynamics.

#Gromov-Wasserstein #optimal transport #spatial transcriptomics #dynamics

arXiv cs.LG@Junda Ying et al. (4)Source

Sep 1

PapersSelected73°09:26

FALCON hypergraph alignment framework

FALCON improves alignment accuracy for researchers working with complex network structures in ASEAN's growing data science field.

#FALCON #hypergraph alignment #Gromov-Wasserstein #optimal transport

arXiv cs.LG@Lutz Oettershagen et al. (3)Source