[논문리뷰] AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject PruningarXiv에 게시된 'AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning' 논문에 대한 자세한 리뷰입니다.#Review#Multi-Agent Systems#Information Flow Optimization#Test-Time Rectification#Error Pruning#LLM Agents#Failure-Driven Indicators#Adaptive Reasoning2026년 2월 26일댓글 수 로딩 중
[논문리뷰] Chain of Mindset: Reasoning with Adaptive Cognitive ModesarXiv에 게시된 'Chain of Mindset: Reasoning with Adaptive Cognitive Modes' 논문에 대한 자세한 리뷰입니다.#Review#Adaptive Reasoning#Cognitive Modes#Large Language Models (LLMs)#Agentic AI#Multimodal Reasoning#Mindset Orchestration#Contextual Filtering#Training-free Framework2026년 2월 10일댓글 수 로딩 중
[논문리뷰] VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic MemoryarXiv에 게시된 'VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic Memory' 논문에 대한 자세한 리뷰입니다.#Review#Embodied Navigation#VLA Model#Adaptive Reasoning#Chain-of-Thought (CoT)#Linguistic Memory#Reinforcement Learning#Sim-to-Real Transfer#Multi-task Learning2026년 1월 13일댓글 수 로딩 중
[논문리뷰] VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering TwicearXiv에 게시된 'VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice' 논문에 대한 자세한 리뷰입니다.#Review#Video Understanding#Chain-of-Thought (CoT)#Reinforcement Learning (RL)#Adaptive Reasoning#Early Exit#Multimodal LLM#Video QA#Temporal Grounding2026년 1월 8일댓글 수 로딩 중
[논문리뷰] MixReasoning: Switching Modes to ThinkarXiv에 게시된 'MixReasoning: Switching Modes to Think' 논문에 대한 자세한 리뷰입니다.#Review#LLM Reasoning#Chain-of-Thought#Efficiency#LoRA#Adaptive Reasoning#Token Uncertainty#Dynamic Switching#Reasoning Compression2025년 10월 8일댓글 수 로딩 중
[논문리뷰] Visual Programmability: A Guide for Code-as-Thought in Chart UnderstandingEthan Chern이 arXiv에 게시한 'Visual Programmability: A Guide for Code-as-Thought in Chart Understanding' 논문에 대한 자세한 리뷰입니다.#Review#Visual Programmability#Code-as-Thought (CaT)#Chart Understanding#Vision-Language Models (VLMs)#Reinforcement Learning (RL)#Adaptive Reasoning#Dual-Reward System#Multimodal AI2025년 9월 12일댓글 수 로딩 중
[논문리뷰] InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning StylesDiping Song이 arXiv에 게시한 'InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles' 논문에 대한 자세한 리뷰입니다.#Review#LLM Evaluation#Human Reasoning Styles#Social Deduction Games#Theory of Mind#Adaptive Reasoning#Avalon Game#Cognitive Grounding2025년 8월 25일댓글 수 로딩 중