[논문리뷰] LongVideo-R1: Smart Navigation for Low-cost Long Video UnderstandingarXiv에 게시된 'LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding' 논문에 대한 자세한 리뷰입니다.#Review#Long Video Understanding#MLLM Agent#Active Learning#Reinforcement Learning#Chain-of-Thought#Video Navigation#Computational Efficiency2026년 3월 1일댓글 수 로딩 중
[논문리뷰] VIOLA: Towards Video In-Context Learning with Minimal AnnotationsRyo Hachiuma이 arXiv에 게시한 'VIOLA: Towards Video In-Context Learning with Minimal Annotations' 논문에 대한 자세한 리뷰입니다.#Review#Video In-Context Learning#Minimal Annotation#Active Learning#Pseudo-Labeling#Multimodal LLMs#Density-Uncertainty Sampling#Confidence-Aware Retrieval#Low-Resource Adaptation2026년 1월 22일댓글 수 로딩 중
[논문리뷰] OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought VerificationarXiv에 게시된 'OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification' 논문에 대한 자세한 리뷰입니다.#Review#LLM Verification#Chain-of-Thought#Process-based Verifier#Outcome-based Verifier#Active Learning#Reinforcement Learning#Mathematical Reasoning#AI Alignment2025년 12월 11일댓글 수 로딩 중
[논문리뷰] PretrainZero: Reinforcement Active PretrainingGuoqi Li이 arXiv에 게시한 'PretrainZero: Reinforcement Active Pretraining' 논문에 대한 자세한 리뷰입니다.#Review#Reinforcement Learning#Active Learning#Pretraining#Large Language Models#Self-Supervised Learning#Masked Language Modeling#Generalization#Reasoning2025년 12월 3일댓글 수 로딩 중
[논문리뷰] Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data GenerationXiaolei Huang이 arXiv에 게시한 'Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation' 논문에 대한 자세한 리뷰입니다.#Review#Synthetic Data Generation#Large Language Models (LLMs)#Genetic Algorithms#Textual Data Augmentation#Active Learning#NLP#Data Diversity2025년 9월 3일댓글 수 로딩 중