[논문리뷰] VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video UnderstandingarXiv에 게시된 'VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding' 논문에 대한 자세한 리뷰입니다.#Review#Long Video Understanding#Multimodal Large Language Models#Video Question Answering#Graph Neural Networks#Active Inference#Belief Propagation#Spatio-Temporal Graph2026년 3월 23일댓글 수 로딩 중
[논문리뷰] ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential RecommendationarXiv에 게시된 'ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential Recommendation' 논문에 대한 자세한 리뷰입니다.#Review#Sequential Recommendation#Latent Reasoning#Manifold Constraint#Adaptive Computation#Graph Neural Networks#Variational Inference#Teacher Scheduling#Drift Prevention2026년 2월 23일댓글 수 로딩 중
[논문리뷰] Stroke3D: Lifting 2D strokes into rigged 3D model via latent diffusion modelsarXiv에 게시된 'Stroke3D: Lifting 2D strokes into rigged 3D model via latent diffusion models' 논문에 대한 자세한 리뷰입니다.#Review#2D Strokes#3D Model Generation#Rigged Meshes#Latent Diffusion Models#Skeleton Generation#Text-to-3D#Graph Neural Networks#Preference Optimization2026년 2월 11일댓글 수 로딩 중
[논문리뷰] CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray imagesEnzo Ferrante이 arXiv에 게시한 'CheXmask-U: Quantifying uncertainty in landmark-based anatomical segmentation for X-ray images' 논문에 대한 자세한 리뷰입니다.#Review#Uncertainty Quantification#Landmark Segmentation#Chest X-ray#VAE#Graph Neural Networks#Out-of-Distribution Detection#Medical Imaging2025년 12월 14일댓글 수 로딩 중
[논문리뷰] MicroVQA++: High-Quality Microscopy Reasoning Dataset with Weakly Supervised Graphs for Multimodal Large Language ModelBo Yan이 arXiv에 게시한 'MicroVQA++: High-Quality Microscopy Reasoning Dataset with Weakly Supervised Graphs for Multimodal Large Language Model' 논문에 대한 자세한 리뷰입니다.#Review#Microscopy VQA#Multimodal LLM#Weak Supervision#Graph Neural Networks#Dataset Generation#Biomedical Imaging#Scientific Reasoning#Cross-Modal Consistency2025년 11월 17일댓글 수 로딩 중
[논문리뷰] The Underappreciated Power of Vision Models for Graph Structural UnderstandingLei Zhang이 arXiv에 게시한 'The Underappreciated Power of Vision Models for Graph Structural Understanding' 논문에 대한 자세한 리뷰입니다.#Review#Graph Neural Networks#Vision Models#Graph Understanding#Topological Perception#GraphAbstract Benchmark#OOD Generalization#Graph Visualization2025년 11월 9일댓글 수 로딩 중
[논문리뷰] HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent CommunicationHaochen You이 arXiv에 게시한 'HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication' 논문에 대한 자세한 리뷰입니다.#Review#Large Language Model#Multi-agent Systems#Multi-agent Communication#Graph Neural Networks#Hypergraph#Topology Optimization#Variational Autoencoder#Sparsity Regularization2025년 10월 16일댓글 수 로딩 중
[논문리뷰] The Dragon Hatchling: The Missing Link between the Transformer and Models of the BrainarXiv에 게시된 'The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain' 논문에 대한 자세한 리뷰입니다.#Review#Large Language Models#Brain-Inspired AI#Graph Neural Networks#Hebbian Learning#Scale-Free Networks#Model Interpretability#Transformer Architecture2025년 10월 1일댓글 수 로딩 중
[논문리뷰] Knowledge Homophily in Large Language ModelsNedim Lipka이 arXiv에 게시한 'Knowledge Homophily in Large Language Models' 논문에 대한 자세한 리뷰입니다.#Review#LLM#Knowledge Homophily#Graph Neural Networks#Knowledge Graph#Knowledge Injection#Question Answering#Fine-tuning#Knowledge Retrieval2025년 10월 1일댓글 수 로딩 중
[논문리뷰] Understanding Embedding Scaling in Collaborative FilteringYonghui Yang이 arXiv에 게시한 'Understanding Embedding Scaling in Collaborative Filtering' 논문에 대한 자세한 리뷰입니다.#Review#Collaborative Filtering#Embedding Scaling#Noise Robustness#Recommender Systems#Graph Neural Networks#Self-supervised Learning#Performance Degradation2025년 9월 23일댓글 수 로딩 중
[논문리뷰] X-Node: Self-Explanation is All We NeedIslem Rekik이 arXiv에 게시한 'X-Node: Self-Explanation is All We Need' 논문에 대한 자세한 리뷰입니다.#Review#Graph Neural Networks#Explainable AI#Self-Explanation#Node Classification#Medical Imaging#Natural Language Processing#Interpretability2025년 8월 18일댓글 수 로딩 중