Mahyar JafariNodeh

Aligning Visual Contrastive learning models via Preference Optimization

Contrastive learning models have demonstrated impressive abilities to capture semantic similarities by aligning representations in the embedding space. However, their performance can be limited by the quality of the training data and its inherent biases. While Preference Optimization (PO) methods su…