CI-JEPA: A Counterfactual Analysis of Latent Representations in Joint-Embedding Predictive Architectures for Self-Supervised Learning

Mintu Dutta, Ritesh Vyas, Mohendra Roy *

Self-supervised visual representation learning learns useful features without manual annotations during representation training. The image-based joint-embedding predictive architec…