2026
Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning
CVPR 2026
Contrastive learning is widely used for generating multimodal data representations by aligning embeddings of different modalities of the same data samples. This alignment is achieved through a loss function that treats matched and unmatched modality pairs as positive and negative samples within a da