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cs.CV2026
LatentGeo: Learnable Auxiliary Constructions in Latent Space for Multimodal Geometric Reasoning
Haiying Xu, Zihan Wang, Song Dai +3
Despite recent advances in multimodal reasoning, representing auxiliary geometric constructions remains a fundamental challenge for multimodal large language models (MLLMs). Such c…
cs.CV2025
Fine-Grained Knowledge Structuring and Retrieval for Visual Question Answering
Zhengxuan Zhang, Yin Wu, Yuyu Luo +1
Visual Question Answering (VQA) focuses on providing answers to natural language questions by utilizing information from images. Although cutting-edge multimodal large language mod…