Escaping The Big Data Paradigm in Self-Supervised Representation Learning

Carlos Vélez García, Miguel Cazorla, Jorge Pomares

The reliance on large-scale datasets and extensive computational resources has become a major barrier to advancing representation learning in vision, especially in data-scarce doma…