hard-negative-aware slot specialization

MARS framework improves text-video retrieval using multimodal LLMs

Researchers have developed MARS, a novel framework designed to enhance text-video retrieval by leveraging multiple layers and adaptive representation slots from multimodal large language models. Unlike existing methods …