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cs.CV2026
VinQA: Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal Document QA
Young Rok Jang, Hyesoo Kong, Kyunghwan An +3
Real-world documents combine text with tables, charts, photographs, and diagrams arranged in diverse layouts, yet existing research on multimodal large language models (MLLMs) for…
cs.RO2026★ 1 cited
Adaptive Capacity Allocation for Vision Language Action Fine-tuning
Donghoon Kim, Minji Bae, Unghui Nam +4
Vision language action models (VLAs) are increasingly used for Physical AI, but deploying a pre-trained VLA model to unseen environments, embodiments, or tasks still requires adapt…