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Multimodal Reasoning

Diving into Self-Evolving Training for Multimodal Reasoning
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AI Generated 🤗 Daily Papers Multimodal Learning Multimodal Reasoning 🏢 Hong Kong University of Science and Technology
M-STAR: a novel self-evolving training framework significantly boosts multimodal reasoning in large models without human annotation, achieving state-of-the-art results.
Progressive Multimodal Reasoning via Active Retrieval
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AI Generated 🤗 Daily Papers Multimodal Learning Multimodal Reasoning 🏢 Gaoling School of Artificial Intelligence, Renmin University of China
AR-MCTS: a novel framework boosting multimodal large language model reasoning by actively retrieving key supporting evidence and using Monte Carlo Tree Search for improved path selection and verificat…