Partially View-aligned Multi-view Learning

1 papers with code • 4 benchmarks • 0 datasets

In multi-view learning, Partially View-aligned Problem (PVP) refers to the case when only a portion of data is aligned, thus leading to data inconsistency.

Most implemented papers

Partially View-aligned Representation Learning with Noise-robust Contrastive Loss

XLearning-SCU/2021-CVPR-MvCLN CVPR 2021

To solve such a less-touched problem without the help of labels, we propose simultaneously learning representation and aligning data using a noise-robust contrastive loss.