[논문리뷰] When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMsHaotian Wang이 arXiv에 게시한 'When Modalities Conflict: How Unimodal Reasoning Uncertainty Governs Preference Dynamics in MLLMs' 논문에 대한 자세한 리뷰입니다.#Review#Multimodal Large Language Models (MLLMs)#Modality Following#Unimodal Uncertainty#Modality Preference#Conflict Resolution#Internal Mechanism#Entropy#Controllable Dataset2025년 11월 9일댓글 수 로딩 중
[논문리뷰] Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny AbilityYuan Wu이 arXiv에 게시한 'Can Large Multimodal Models Actively Recognize Faulty Inputs? A Systematic Evaluation Framework of Their Input Scrutiny Ability' 논문에 대한 자세한 리뷰입니다.#Review#Large Multimodal Models#Input Scrutiny#Error Detection#Faulty Inputs#Evaluation Framework#Modality Preference#Cross-Modal Inconsistency2025년 8월 8일댓글 수 로딩 중