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VisNec: Measuring and Leveraging Visual Necessity for Multimodal Instruction Tuning

Year: 2026

Type: conference-paper

Source: Lecture notes in computer science

DOI: 10.1007/978-3-032-37577-3_29

Authors: Mingkang Dong, Hongyi Cai, Jie Li, Sifan Zhou, Bin Ren, Kunyu Peng, Yuqian Fu

Institutions: Shanghai Jiao Tong University, University of Malaya, Carnegie Mellon University, Mohamed bin Zayed University of Artificial Intelligence, Karlsruhe Institute of Technology, King Abdullah University of Science and Technology

Language: English

Topic: Multimodal Machine Learning Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7133361237

FWCI:

Cites: 20

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