Representation learning via consistent assignment of views to clusters

T Silva, AR Rivera - Proceedings of the 37th ACM/SIGAPP Symposium …, 2022 - dl.acm.org
We introduce Consistent Assignment for Representation Learning (CARL), an unsupervised
learning method to learn visual representations by combining ideas from self-supervised …

Representation Learning via Consistent Assignment of Views to Clusters

T Silva, AR Rivera - arXiv preprint arXiv:2112.15421, 2021 - arxiv.org
We introduce Consistent Assignment for Representation Learning (CARL), an unsupervised
learning method to learn visual representations by combining ideas from self-supervised …

Representation Learning via Consistent Assignment of Views to Clusters

T Silva, A Ramírez Rivera - arXiv e-prints, 2021 - ui.adsabs.harvard.edu
Abstract We introduce Consistent Assignment for Representation Learning (CARL), an
unsupervised learning method to learn visual representations by combining ideas from self …