Tag: cross-modal alignment

Multimodal Transformer Foundations: Aligning Text, Image, Audio, and Video Embeddings

Multimodal transformers align text, images, audio, and video into a shared embedding space, enabling cross-modal search, captioning, and reasoning. Learn how VATT and similar models work, their real-world performance, and why adoption is still limited.