Multimodal Representation Learning Conditioned on Semantic Relations.

arXiv:2508.17497v3 Announce Type: replace-cross Abstract: Multimodal representation learning has been largely driven by contrastive models such as CLIP, which learn a shared embedding space by aligning paired image-text samples. While effective for general-pur