"vision-language understanding" Papers

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Anyprefer: An Agentic Framework for Preference Data Synthesis

Yiyang Zhou, Zhaoyang Wang, Tianle Wang et al.

ICLR 2025arXiv:2504.19276
11
citations

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models

Yuxuan Cai, Jiangning Zhang, Haoyang He et al.

ICCV 2025arXiv:2410.16236
27
citations

SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs

Jinhong Deng, Wen Li, Joey Tianyi Zhou et al.

NEURIPS 2025arXiv:2510.24214

Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning

Jiachen Li, Qiaozi Gao, Michael Johnston et al.

ICML 2024arXiv:2310.09676
17
citations

X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs

Swetha Sirnam, Jinyu Yang, Tal Neiman et al.

ECCV 2024arXiv:2407.13851
11
citations