UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels

Hangke Sui, Yuqing Wang, Minh N Do

Contrastive objectives power state-of-the-art multimodal models, but their training remains slow, relying on long stochastic optimization. We propose a Unified Framework for Effici…