Joshua L. Moore

GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning

"Clustering is a ubiquitous tool in unsupervised learning. Most of the existing self-supervised representation learning methods typically cluster samples based on visually dominant features. While this works well for image-based selfsupervision, it often fails for videos, which require understanding…