Retrieval-Guided and Semantically Grounded Image Captioning for Open-Domain Scenes

Recent image captioning methods based on pre-trained vision–language models can generate fluent and coherent descriptions, yet they still struggle in open-domain scenes that contain long-tail concepts, uncommon object combinations, and ambiguous visual evidence. Two limitations are especially import...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Shanshan Lin, Xiaoxuan Xie, Zexian Yang, Chao Chen
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2026-05-01
Цуврал:	Mathematics
Нөхцлүүд:	image captioning open-domain captioning retrieval augmentation visual prompting semantic grounding vision–language models
Онлайн хандалт:	https://www.mdpi.com/2227-7390/14/10/1667
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!