29 citations · 36 across the 2 of their papers we have counts for
3 papers
A Generic Self-Supervised Framework of Learning Invariant Discriminative Features
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas
Self-supervised learning (SSL) has become a popular method for generating invariant representations without the need for human annotations. Nonetheless, the desired invariant repre…
Information Maximization Clustering via Multi-View Self-Labelling
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas
Image clustering is a particularly challenging computer vision task, which aims to generate annotations without human supervision. Recent advances focus on the use of self-supervis…
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization
Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas
Image clustering has recently attracted significant attention due to the increased availability of unlabelled datasets. The efficiency of traditional clustering algorithms heavily…