NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization

Xiyuan Wei, Chih-Jen Lin, Tianbao Yang

Accurately estimating the normalization term (also known as the partition function) in the contrastive loss is a central challenge for training Contrastive Language-Image Pre-train…