Deep Learning, Artificial Intelligence, Visual Language, Foundation Models, Vlm.
encoder, respectively. u and v are the normalized visual feature vector and language feature vector, respectively. Given a mini-batch B, a bi-directional supervised contrastive learning objective between images and language descriptions is used to train the model: This objective contains two