2 papers
cs.CV2025
A Survey on Self-supervised Contrastive Learning for Multimodal Text-Image Analysis
Asifullah Khan, Laiba Asmatullah, Anza Malik +2
Self-supervised learning is a machine learning approach that generates implicit labels by learning underlined patterns and extracting discriminative features from unlabeled data wi…
cs.CV2025
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers
Asifullah Khan, Anabia Sohail, Mustansar Fiaz +11
Advances in deep learning are re-defining how visual data is processed and understand by the machines. Vision Transformers (ViTs) have recently demonstrated prominent performance i…