Representation learning is at the heart of modern AI, shaping how models understand and process data. From contrastive learning frameworks to multimodal benchmarks, researchers are refining how ...

With the emergence of huge amounts of heterogeneous multi-modal data, including images, videos, texts/languages, audios, and multi-sensor data, deep learning-based methods have shown promising ...