Inverse-LLaVA: Rethinking Multimodal Alignment via Text-to-Vision Mapping.

arXiv:2508.12466v3 Announce Type: replace-cross Abstract: Connecting pretrained vision and language models usually involves projecting image features into the language model's input space. Inverse-LLaVA reverses this mapping within decoder attention: language