Wing Yin Cheung

Local Manifold Augmentation for Multiview Semantic Consistency

2022 · arXiv (Cornell University)

Multiview self-supervised representation learning roots in exploring semantic consistency across data of complex intra-class variation. Such variation is not directly accessible and therefore simulated by data augmentations. However, commonly adopted augmentations are handcrafted and limited …